@inproceedings{DBLP:conf/alt/DevulapalliH24,
author = {Pramith Devulapalli and
Steve Hanneke},
editor = {Claire Vernade and
Daniel Hsu},
title = {The Dimension of Self-Directed Learning},
booktitle = {International Conference on Algorithmic Learning Theory, 25-28 February
2024, La Jolla, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {237},
pages = {544--573},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v237/devulapalli24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/DevulapalliH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/HannekeKK24,
author = {Steve Hanneke and
Aryeh Kontorovich and
Guy Kornowski},
editor = {Claire Vernade and
Daniel Hsu},
title = {Efficient Agnostic Learning with Average Smoothness},
booktitle = {International Conference on Algorithmic Learning Theory, 25-28 February
2024, La Jolla, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {237},
pages = {719--731},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v237/hanneke24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/HannekeKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AttiasHKKV24,
author = {Idan Attias and
Steve Hanneke and
Alkis Kalavasis and
Amin Karbasi and
Grigoris Velegkas},
editor = {Shipra Agrawal and
Aaron Roth},
title = {Universal Rates for Regression: Separations between Cut-Off and Absolute
Loss},
booktitle = {The Thirty Seventh Annual Conference on Learning Theory, June 30 -
July 3, 2023, Edmonton, Canada},
series = {Proceedings of Machine Learning Research},
volume = {247},
pages = {359--405},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v247/attias24a.html},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AttiasHKKV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/0001CHMY24,
author = {Zachary Chase and
Bogdan Chornomaz and
Steve Hanneke and
Shay Moran and
Amir Yehudayoff},
editor = {Shipra Agrawal and
Aaron Roth},
title = {Dual {VC} Dimension Obstructs Sample Compression by Embeddings},
booktitle = {The Thirty Seventh Annual Conference on Learning Theory, June 30 -
July 3, 2023, Edmonton, Canada},
series = {Proceedings of Machine Learning Research},
volume = {247},
pages = {923--946},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v247/chase24a.html},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/0001CHMY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Hanneke24,
author = {Steve Hanneke},
editor = {Shipra Agrawal and
Aaron Roth},
title = {The Star Number and Eluder Dimension: Elementary Observations About
the Dimensions of Disagreement},
booktitle = {The Thirty Seventh Annual Conference on Learning Theory, June 30 -
July 3, 2023, Edmonton, Canada},
series = {Proceedings of Machine Learning Research},
volume = {247},
pages = {2308--2359},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v247/hanneke24a.html},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Hanneke24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HannekeMW24,
author = {Steve Hanneke and
Shay Moran and
Tom Waknine},
editor = {Shipra Agrawal and
Aaron Roth},
title = {List Sample Compression and Uniform Convergence},
booktitle = {The Thirty Seventh Annual Conference on Learning Theory, June 30 -
July 3, 2023, Edmonton, Canada},
series = {Proceedings of Machine Learning Research},
volume = {247},
pages = {2360--2388},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v247/hanneke24b.html},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HannekeMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HannekeMW24a,
author = {Steve Hanneke and
Shay Moran and
Tom Waknine},
editor = {Shipra Agrawal and
Aaron Roth},
title = {Open problem: Direct Sums in Learning Theory},
booktitle = {The Thirty Seventh Annual Conference on Learning Theory, June 30 -
July 3, 2023, Edmonton, Canada},
series = {Proceedings of Machine Learning Research},
volume = {247},
pages = {5325--5329},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v247/hanneke24c.html},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HannekeMW24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/HannekeLZ24,
author = {Steve Hanneke and
Kasper Green Larsen and
Nikita Zhivotovskiy},
title = {Revisiting Agnostic {PAC} Learning},
booktitle = {65th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2024, Chicago, IL, USA, October 27-30, 2024},
pages = {1968--1982},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/FOCS61266.2024.00118},
doi = {10.1109/FOCS61266.2024.00118},
timestamp = {Mon, 09 Dec 2024 11:40:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/HannekeLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/FioravantiHMST24,
author = {Simone Fioravanti and
Steve Hanneke and
Shay Moran and
Hilla Schefler and
Iska Tsubari},
title = {Ramsey Theorems for Trees and a General 'Private Learning Implies
Online Learning' Theorem},
booktitle = {65th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2024, Chicago, IL, USA, October 27-30, 2024},
pages = {1983--2009},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/FOCS61266.2024.00119},
doi = {10.1109/FOCS61266.2024.00119},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/FioravantiHMST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AttiasHKS24,
author = {Idan Attias and
Steve Hanneke and
Aryeh Kontorovich and
Menachem Sadigurschi},
title = {Agnostic Sample Compression Schemes for Regression},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=71ktaA3ihI},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/AttiasHKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07453,
author = {Yuval Filmus and
Steve Hanneke and
Idan Mehalel and
Shay Moran},
title = {Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs},
journal = {CoRR},
volume = {abs/2402.07453},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07453},
doi = {10.48550/ARXIV.2402.07453},
eprinttype = {arXiv},
eprint = {2402.07453},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13400,
author = {Pramith Devulapalli and
Steve Hanneke},
title = {The Dimension of Self-Directed Learning},
journal = {CoRR},
volume = {abs/2402.13400},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13400},
doi = {10.48550/ARXIV.2402.13400},
eprinttype = {arXiv},
eprint = {2402.13400},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10889,
author = {Steve Hanneke and
Shay Moran and
Tom Waknine},
title = {List Sample Compression and Uniform Convergence},
journal = {CoRR},
volume = {abs/2403.10889},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10889},
doi = {10.48550/ARXIV.2403.10889},
eprinttype = {arXiv},
eprint = {2403.10889},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17120,
author = {Zachary Chase and
Bogdan Chornomaz and
Steve Hanneke and
Shay Moran and
Amir Yehudayoff},
title = {Dual {VC} Dimension Obstructs Sample Compression by Embeddings},
journal = {CoRR},
volume = {abs/2405.17120},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17120},
doi = {10.48550/ARXIV.2405.17120},
eprinttype = {arXiv},
eprint = {2405.17120},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07765,
author = {Simone Fioravanti and
Steve Hanneke and
Shay Moran and
Hilla Schefler and
Iska Tsubari},
title = {Ramsey Theorems for Trees and a General 'Private Learning Implies
Online Learning' Theorem},
journal = {CoRR},
volume = {abs/2407.07765},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07765},
doi = {10.48550/ARXIV.2407.07765},
eprinttype = {arXiv},
eprint = {2407.07765},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-19777,
author = {Steve Hanneke and
Kasper Green Larsen and
Nikita Zhivotovskiy},
title = {Revisiting Agnostic {PAC} Learning},
journal = {CoRR},
volume = {abs/2407.19777},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.19777},
doi = {10.48550/ARXIV.2407.19777},
eprinttype = {arXiv},
eprint = {2407.19777},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-19777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-16189,
author = {Steve Hanneke and
Samory Kpotufe},
title = {A More Unified Theory of Transfer Learning},
journal = {CoRR},
volume = {abs/2408.16189},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.16189},
doi = {10.48550/ARXIV.2408.16189},
eprinttype = {arXiv},
eprint = {2408.16189},
timestamp = {Sat, 28 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-16189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-09597,
author = {Steve Hanneke and
Kun Wang},
title = {A Complete Characterization of Learnability for Stochastic Noisy Bandits},
journal = {CoRR},
volume = {abs/2410.09597},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.09597},
doi = {10.48550/ARXIV.2410.09597},
eprinttype = {arXiv},
eprint = {2410.09597},
timestamp = {Fri, 22 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-09597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-13012,
author = {Idan Attias and
Steve Hanneke and
Arvind Ramaswami},
title = {Sample Compression Scheme Reductions},
journal = {CoRR},
volume = {abs/2410.13012},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.13012},
doi = {10.48550/ARXIV.2410.13012},
eprinttype = {arXiv},
eprint = {2410.13012},
timestamp = {Sun, 24 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-13012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-01634,
author = {Steve Hanneke and
Vinod Raman and
Amirreza Shaeiri and
Unique Subedi},
title = {Multiclass Transductive Online Learning},
journal = {CoRR},
volume = {abs/2411.01634},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.01634},
doi = {10.48550/ARXIV.2411.01634},
eprinttype = {arXiv},
eprint = {2411.01634},
timestamp = {Wed, 11 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-01634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FilmusHMM23,
author = {Yuval Filmus and
Steve Hanneke and
Idan Mehalel and
Shay Moran},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Optimal Prediction Using Expert Advice and Randomized Littlestone
Dimension},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {773--836},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/filmus23a.html},
timestamp = {Wed, 06 Sep 2023 17:49:05 +0200},
biburl = {https://dblp.org/rec/conf/colt/FilmusHMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BrukhimHM23,
author = {Nataly Brukhim and
Steve Hanneke and
Shay Moran},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Improper Multiclass Boosting},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {5433--5452},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/brukhim23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BrukhimHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HannekeMZ23,
author = {Steve Hanneke and
Shay Moran and
Qian Zhang},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Universal Rates for Multiclass Learning},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {5615--5681},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/hanneke23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HannekeMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HannekeMRST23,
author = {Steve Hanneke and
Shay Moran and
Vinod Raman and
Unique Subedi and
Ambuj Tewari},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Multiclass Online Learning and Uniform Convergence},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {5682--5696},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/hanneke23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HannekeMRST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HannekeKM23,
author = {Steve Hanneke and
Samory Kpotufe and
Yasaman Mahdaviyeh},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Limits of Model Selection under Transfer Learning},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {5781--5812},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/hanneke23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HannekeKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Hanneke023,
author = {Steve Hanneke and
Liu Yang},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Bandit Learnability can be Undecidable},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {5813--5849},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/hanneke23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Hanneke023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BousquetHMST23,
author = {Olivier Bousquet and
Steve Hanneke and
Shay Moran and
Jonathan Shafer and
Ilya O. Tolstikhin},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Fine-Grained Distribution-Dependent Learning Curves},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {5890--5924},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/bousquet23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BousquetHMST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AttiasH23,
author = {Idan Attias and
Steve Hanneke},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Adversarially Robust {PAC} Learnability of Real-Valued Functions},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {1172--1199},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/attias23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/AttiasH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AttiasHKKV23,
author = {Idan Attias and
Steve Hanneke and
Alkis Kalavasis and
Amin Karbasi and
Grigoris Velegkas},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Optimal Learners for Realizable Regression: {PAC} Learning and Online
Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8c22e5e918198702765ecff4b20d0a90-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AttiasHKKV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalcanHPS23,
author = {Maria{-}Florina Balcan and
Steve Hanneke and
Rattana Pukdee and
Dravyansh Sharma},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Reliable learning in challenging environments},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/96189e90e599ccc43f00434ff3ed0312-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BalcanHPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoelHMS23,
author = {Surbhi Goel and
Steve Hanneke and
Shay Moran and
Abhishek Shetty},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Adversarial Resilience in Sequential Prediction via Abstention},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1967f962c7c2083618236d80eeb9d1ac-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GoelHMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HannekeMS23,
author = {Steve Hanneke and
Shay Moran and
Jonathan Shafer},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Trichotomy for Transductive Online Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/3e32af2df2cd13dfbcbe6e8d38111068-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HannekeMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KornowskiHK23,
author = {Guy Kornowski and
Steve Hanneke and
Aryeh Kontorovich},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Near-optimal learning with average H{\"{o}}lder smoothness},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/42afce512806ab874b9f99ed9a08055e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KornowskiHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00241,
author = {Mo{\"{\i}}se Blanchard and
Steve Hanneke and
Patrick Jaillet},
title = {Contextual Bandits and Optimistically Universal Learning},
journal = {CoRR},
volume = {abs/2301.00241},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00241},
doi = {10.48550/ARXIV.2301.00241},
eprinttype = {arXiv},
eprint = {2301.00241},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06005,
author = {Steve Hanneke and
Aryeh Kontorovich and
Guy Kornowski},
title = {Near-optimal learning with average H{\"{o}}lder smoothness},
journal = {CoRR},
volume = {abs/2302.06005},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06005},
doi = {10.48550/ARXIV.2302.06005},
eprinttype = {arXiv},
eprint = {2302.06005},
timestamp = {Sun, 19 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07186,
author = {Mo{\"{\i}}se Blanchard and
Steve Hanneke and
Patrick Jaillet},
title = {Non-stationary Contextual Bandits and Universal Learning},
journal = {CoRR},
volume = {abs/2302.07186},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07186},
doi = {10.48550/ARXIV.2302.07186},
eprinttype = {arXiv},
eprint = {2302.07186},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13849,
author = {Yuval Filmus and
Steve Hanneke and
Idan Mehalel and
Shay Moran},
title = {Optimal Prediction Using Expert Advice and Randomized Littlestone
Dimension},
journal = {CoRR},
volume = {abs/2302.13849},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13849},
doi = {10.48550/ARXIV.2302.13849},
eprinttype = {arXiv},
eprint = {2302.13849},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03370,
author = {Maria{-}Florina Balcan and
Steve Hanneke and
Rattana Pukdee and
Dravyansh Sharma},
title = {Reliable Learning for Test-time Attacks and Distribution Shift},
journal = {CoRR},
volume = {abs/2304.03370},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03370},
doi = {10.48550/ARXIV.2304.03370},
eprinttype = {arXiv},
eprint = {2304.03370},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00152,
author = {Steve Hanneke and
Samory Kpotufe and
Yasaman Mahdaviyeh},
title = {Limits of Model Selection under Transfer Learning},
journal = {CoRR},
volume = {abs/2305.00152},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00152},
doi = {10.48550/ARXIV.2305.00152},
eprinttype = {arXiv},
eprint = {2305.00152},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13119,
author = {Surbhi Goel and
Steve Hanneke and
Shay Moran and
Abhishek Shetty},
title = {Adversarial Resilience in Sequential Prediction via Abstention},
journal = {CoRR},
volume = {abs/2306.13119},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13119},
doi = {10.48550/ARXIV.2306.13119},
eprinttype = {arXiv},
eprint = {2306.13119},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02066,
author = {Steve Hanneke and
Shay Moran and
Qian Zhang},
title = {Universal Rates for Multiclass Learning},
journal = {CoRR},
volume = {abs/2307.02066},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02066},
doi = {10.48550/ARXIV.2307.02066},
eprinttype = {arXiv},
eprint = {2307.02066},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03848,
author = {Idan Attias and
Steve Hanneke and
Alkis Kalavasis and
Amin Karbasi and
Grigoris Velegkas},
title = {Optimal Learners for Realizable Regression: {PAC} Learning and Online
Learning},
journal = {CoRR},
volume = {abs/2307.03848},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03848},
doi = {10.48550/ARXIV.2307.03848},
eprinttype = {arXiv},
eprint = {2307.03848},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17016,
author = {Steve Hanneke and
Aryeh Kontorovich and
Guy Kornowski},
title = {Efficient Agnostic Learning with Average Smoothness},
journal = {CoRR},
volume = {abs/2309.17016},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17016},
doi = {10.48550/ARXIV.2309.17016},
eprinttype = {arXiv},
eprint = {2309.17016},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06428,
author = {Steve Hanneke and
Shay Moran and
Jonathan Shafer},
title = {A Trichotomy for Transductive Online Learning},
journal = {CoRR},
volume = {abs/2311.06428},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06428},
doi = {10.48550/ARXIV.2311.06428},
eprinttype = {arXiv},
eprint = {2311.06428},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MontasserHS22,
author = {Omar Montasser and
Steve Hanneke and
Nathan Srebro},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Transductive Robust Learning Guarantees},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {11461--11471},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/montasser22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MontasserHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BlanchardCH22,
author = {Mo{\"{\i}}se Blanchard and
Romain Cosson and
Steve Hanneke},
editor = {Sanjoy Dasgupta and
Nika Haghtalab},
title = {Universal Online Learning with Unbounded Losses: Memory Is All You
Need},
booktitle = {International Conference on Algorithmic Learning Theory, 29 March
- 1 April 2022, Paris, France},
series = {Proceedings of Machine Learning Research},
volume = {167},
pages = {107--127},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v167/blanchard22a.html},
timestamp = {Fri, 10 Mar 2023 11:41:45 +0100},
biburl = {https://dblp.org/rec/conf/alt/BlanchardCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Hanneke22,
author = {Steve Hanneke},
editor = {Sanjoy Dasgupta and
Nika Haghtalab},
title = {Universally Consistent Online Learning with Arbitrarily Dependent
Responses},
booktitle = {International Conference on Algorithmic Learning Theory, 29 March
- 1 April 2022, Paris, France},
series = {Proceedings of Machine Learning Research},
volume = {167},
pages = {488--497},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v167/hanneke22a.html},
timestamp = {Fri, 25 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alt/Hanneke22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BalcanBHS22,
author = {Maria{-}Florina Balcan and
Avrim Blum and
Steve Hanneke and
Dravyansh Sharma},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Robustly-reliable learners under poisoning attacks},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {4498--4534},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/balcan22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:51 +0200},
biburl = {https://dblp.org/rec/conf/colt/BalcanBHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AttiasHM22,
author = {Idan Attias and
Steve Hanneke and
Yishay Mansour},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Characterization of Semi-Supervised Adversarially Robust {PAC} Learnability},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/95a704bd2fdf8ef8242b4adcc7ce3c93-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AttiasHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HannekeKMMM22,
author = {Steve Hanneke and
Amin Karbasi and
Mohammad Mahmoody and
Idan Mehalel and
Shay Moran},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {On Optimal Learning Under Targeted Data Poisoning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c6afe9a5d1e1068796d32613ddca1ab7-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HannekeKMMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HannekeKMV22,
author = {Steve Hanneke and
Amin Karbasi and
Shay Moran and
Grigoris Velegkas},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Universal Rates for Interactive Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/b8362385b08348d21162310c5b4e9541-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HannekeKMV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MontasserHS22,
author = {Omar Montasser and
Steve Hanneke and
Nati Srebro},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Adversarially Robust Learning: {A} Generic Minimax Optimal Learner
and Characterization},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f392c6bbb14548df50092f10c9db440f-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MontasserHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08903,
author = {Mo{\"{\i}}se Blanchard and
Romain Cosson and
Steve Hanneke},
title = {Universal Online Learning with Unbounded Losses: Memory Is All You
Need},
journal = {CoRR},
volume = {abs/2201.08903},
year = {2022},
url = {https://arxiv.org/abs/2201.08903},
eprinttype = {arXiv},
eprint = {2201.08903},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05420,
author = {Idan Attias and
Steve Hanneke and
Yishay Mansour},
title = {A Characterization of Semi-Supervised Adversarially-Robust {PAC} Learnability},
journal = {CoRR},
volume = {abs/2202.05420},
year = {2022},
url = {https://arxiv.org/abs/2202.05420},
eprinttype = {arXiv},
eprint = {2202.05420},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04160,
author = {Maria{-}Florina Balcan and
Avrim Blum and
Steve Hanneke and
Dravyansh Sharma},
title = {Robustly-reliable learners under poisoning attacks},
journal = {CoRR},
volume = {abs/2203.04160},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04160},
doi = {10.48550/ARXIV.2203.04160},
eprinttype = {arXiv},
eprint = {2203.04160},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06046,
author = {Steve Hanneke},
title = {Universally Consistent Online Learning with Arbitrarily Dependent
Responses},
journal = {CoRR},
volume = {abs/2203.06046},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.06046},
doi = {10.48550/ARXIV.2203.06046},
eprinttype = {arXiv},
eprint = {2203.06046},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-06046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12977,
author = {Idan Attias and
Steve Hanneke},
title = {Adversarially Robust Learning of Real-Valued Functions},
journal = {CoRR},
volume = {abs/2206.12977},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12977},
doi = {10.48550/ARXIV.2206.12977},
eprinttype = {arXiv},
eprint = {2206.12977},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14615,
author = {Olivier Bousquet and
Steve Hanneke and
Shay Moran and
Jonathan Shafer and
Ilya O. Tolstikhin},
title = {Fine-Grained Distribution-Dependent Learning Curves},
journal = {CoRR},
volume = {abs/2208.14615},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14615},
doi = {10.48550/ARXIV.2208.14615},
eprinttype = {arXiv},
eprint = {2208.14615},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07369,
author = {Omar Montasser and
Steve Hanneke and
Nathan Srebro},
title = {Adversarially Robust Learning: {A} Generic Minimax Optimal Learner
and Characterization},
journal = {CoRR},
volume = {abs/2209.07369},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07369},
doi = {10.48550/ARXIV.2209.07369},
eprinttype = {arXiv},
eprint = {2209.07369},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02713,
author = {Steve Hanneke and
Amin Karbasi and
Mohammad Mahmoody and
Idan Mehalel and
Shay Moran},
title = {On Optimal Learning Under Targeted Data Poisoning},
journal = {CoRR},
volume = {abs/2210.02713},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02713},
doi = {10.48550/ARXIV.2210.02713},
eprinttype = {arXiv},
eprint = {2210.02713},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hanneke21,
author = {Steve Hanneke},
title = {Learning Whenever Learning is Possible: Universal Learning under General
Stochastic Processes},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {130:1--130:116},
year = {2021},
url = {https://jmlr.org/papers/v22/17-298.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hanneke21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Hanneke021,
author = {Steve Hanneke and
Liu Yang},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Toward a General Theory of Online Selective Sampling: Trading Off
Mistakes and Queries},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {3997--4005},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/hanneke21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Hanneke021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/HannekeK21,
author = {Steve Hanneke and
Aryeh Kontorovich},
editor = {Vitaly Feldman and
Katrina Ligett and
Sivan Sabato},
title = {Stable Sample Compression Schemes: New Applications and an Optimal
{SVM} Margin Bound},
booktitle = {Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference,
Worldwide},
series = {Proceedings of Machine Learning Research},
volume = {132},
pages = {697--721},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v132/hanneke21a.html},
timestamp = {Fri, 26 Mar 2021 15:45:50 +0100},
biburl = {https://dblp.org/rec/conf/alt/HannekeK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BlumHQS21,
author = {Avrim Blum and
Steve Hanneke and
Jian Qian and
Han Shao},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Robust learning under clean-label attack},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {591--634},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/blum21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/BlumHQS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HannekeLM21,
author = {Steve Hanneke and
Roi Livni and
Shay Moran},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Online Learning with Simple Predictors and a Combinatorial Characterization
of Minimax in 0/1 Games},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {2289--2314},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/hanneke21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HannekeLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MontasserHS21,
author = {Omar Montasser and
Steve Hanneke and
Nathan Srebro},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Adversarially Robust Learning with Unknown Perturbation Sets},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {3452--3482},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/montasser21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/MontasserHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Hanneke21,
author = {Steve Hanneke},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Open Problem: Is There an Online Learning Algorithm That Learns Whenever
Online Learning Is Possible?},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {4642--4646},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/open-problem-hanneke21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Hanneke21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/AlonHHM21,
author = {Noga Alon and
Steve Hanneke and
Ron Holzman and
Shay Moran},
title = {A Theory of {PAC} Learnability of Partial Concept Classes},
booktitle = {62nd {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2021, Denver, CO, USA, February 7-10, 2022},
pages = {658--671},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/FOCS52979.2021.00070},
doi = {10.1109/FOCS52979.2021.00070},
timestamp = {Wed, 09 Mar 2022 12:12:23 +0100},
biburl = {https://dblp.org/rec/conf/focs/AlonHHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/BousquetHMHY21,
author = {Olivier Bousquet and
Steve Hanneke and
Shay Moran and
Ramon van Handel and
Amir Yehudayoff},
editor = {Samir Khuller and
Virginia Vassilevska Williams},
title = {A theory of universal learning},
booktitle = {{STOC} '21: 53rd Annual {ACM} {SIGACT} Symposium on Theory of Computing,
Virtual Event, Italy, June 21-25, 2021},
pages = {532--541},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3406325.3451087},
doi = {10.1145/3406325.3451087},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/BousquetHMHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01646,
author = {Steve Hanneke and
Roi Livni and
Shay Moran},
title = {Online Learning with Simple Predictors and a Combinatorial Characterization
of Minimax in 0/1 Games},
journal = {CoRR},
volume = {abs/2102.01646},
year = {2021},
url = {https://arxiv.org/abs/2102.01646},
eprinttype = {arXiv},
eprint = {2102.01646},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02145,
author = {Omar Montasser and
Steve Hanneke and
Nathan Srebro},
title = {Adversarially Robust Learning with Unknown Perturbation Sets},
journal = {CoRR},
volume = {abs/2102.02145},
year = {2021},
url = {https://arxiv.org/abs/2102.02145},
eprinttype = {arXiv},
eprint = {2102.02145},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00671,
author = {Avrim Blum and
Steve Hanneke and
Jian Qian and
Han Shao},
title = {Robust learning under clean-label attack},
journal = {CoRR},
volume = {abs/2103.00671},
year = {2021},
url = {https://arxiv.org/abs/2103.00671},
eprinttype = {arXiv},
eprint = {2103.00671},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08444,
author = {Noga Alon and
Steve Hanneke and
Ron Holzman and
Shay Moran},
title = {A Theory of {PAC} Learnability of Partial Concept Classes},
journal = {CoRR},
volume = {abs/2107.08444},
year = {2021},
url = {https://arxiv.org/abs/2107.08444},
eprinttype = {arXiv},
eprint = {2107.08444},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-09542,
author = {Steve Hanneke},
title = {Open Problem: Is There an Online Learning Algorithm That Learns Whenever
Online Learning Is Possible?},
journal = {CoRR},
volume = {abs/2107.09542},
year = {2021},
url = {https://arxiv.org/abs/2107.09542},
eprinttype = {arXiv},
eprint = {2107.09542},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-09542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10602,
author = {Omar Montasser and
Steve Hanneke and
Nathan Srebro},
title = {Transductive Robust Learning Guarantees},
journal = {CoRR},
volume = {abs/2110.10602},
year = {2021},
url = {https://arxiv.org/abs/2110.10602},
eprinttype = {arXiv},
eprint = {2110.10602},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/HannekeR20,
author = {Steve Hanneke and
Lev Reyzin},
title = {Special issue on {ALT} 2017: Guest Editors' Introduction},
journal = {Theor. Comput. Sci.},
volume = {808},
pages = {1},
year = {2020},
url = {https://doi.org/10.1016/j.tcs.2019.11.008},
doi = {10.1016/J.TCS.2019.11.008},
timestamp = {Fri, 31 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/HannekeR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BousquetHMZ20,
author = {Olivier Bousquet and
Steve Hanneke and
Shay Moran and
Nikita Zhivotovskiy},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {Proper Learning, Helly Number, and an Optimal {SVM} Bound},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {582--609},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/bousquet20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BousquetHMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/Hanneke20,
author = {Steve Hanneke},
title = {Learning Whenever Learning is Possible: Universal Learning under General
Stochastic Processes},
booktitle = {Information Theory and Applications Workshop, {ITA} 2020, San Diego,
CA, USA, February 2-7, 2020},
pages = {1--95},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ITA50056.2020.9244938},
doi = {10.1109/ITA50056.2020.9244938},
timestamp = {Thu, 19 Nov 2020 14:03:02 +0100},
biburl = {https://dblp.org/rec/conf/ita/Hanneke20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/HannekeKSW20,
author = {Steve Hanneke and
Aryeh Kontorovich and
Sivan Sabato and
Roi Weiss},
title = {Universal Bayes Consistency in Metric Spaces},
booktitle = {Information Theory and Applications Workshop, {ITA} 2020, San Diego,
CA, USA, February 2-7, 2020},
pages = {1--33},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ITA50056.2020.9244988},
doi = {10.1109/ITA50056.2020.9244988},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ita/HannekeKSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MontasserHS20,
author = {Omar Montasser and
Steve Hanneke and
Nati Srebro},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Reducing Adversarially Robust Learning to Non-Robust {PAC} Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/a822554e5403b1d370db84cfbc530503-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MontasserHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04747,
author = {Steve Hanneke and
Samory Kpotufe},
title = {On the Value of Target Data in Transfer Learning},
journal = {CoRR},
volume = {abs/2002.04747},
year = {2020},
url = {https://arxiv.org/abs/2002.04747},
eprinttype = {arXiv},
eprint = {2002.04747},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11818,
author = {Olivier Bousquet and
Steve Hanneke and
Shay Moran and
Nikita Zhivotovskiy},
title = {Proper Learning, Helly Number, and an Optimal {SVM} Bound},
journal = {CoRR},
volume = {abs/2005.11818},
year = {2020},
url = {https://arxiv.org/abs/2005.11818},
eprinttype = {arXiv},
eprint = {2005.11818},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15785,
author = {Steve Hanneke and
Samory Kpotufe},
title = {A No-Free-Lunch Theorem for MultiTask Learning},
journal = {CoRR},
volume = {abs/2006.15785},
year = {2020},
url = {https://arxiv.org/abs/2006.15785},
eprinttype = {arXiv},
eprint = {2006.15785},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12039,
author = {Omar Montasser and
Steve Hanneke and
Nathan Srebro},
title = {Reducing Adversarially Robust Learning to Non-Robust {PAC} Learning},
journal = {CoRR},
volume = {abs/2010.12039},
year = {2020},
url = {https://arxiv.org/abs/2010.12039},
eprinttype = {arXiv},
eprint = {2010.12039},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04483,
author = {Olivier Bousquet and
Steve Hanneke and
Shay Moran and
Ramon van Handel and
Amir Yehudayoff},
title = {A Theory of Universal Learning},
journal = {CoRR},
volume = {abs/2011.04483},
year = {2020},
url = {https://arxiv.org/abs/2011.04483},
eprinttype = {arXiv},
eprint = {2011.04483},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04586,
author = {Steve Hanneke and
Aryeh Kontorovich},
title = {Stable Sample Compression Schemes: New Applications and an Optimal
{SVM} Margin Bound},
journal = {CoRR},
volume = {abs/2011.04586},
year = {2020},
url = {https://arxiv.org/abs/2011.04586},
eprinttype = {arXiv},
eprint = {2011.04586},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/HannekeK19,
author = {Steve Hanneke and
Aryeh Kontorovich},
title = {Optimality of {SVM:} Novel proofs and tighter bounds},
journal = {Theor. Comput. Sci.},
volume = {796},
pages = {99--113},
year = {2019},
url = {https://doi.org/10.1016/j.tcs.2019.08.030},
doi = {10.1016/J.TCS.2019.08.030},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/HannekeK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Hanneke019,
author = {Steve Hanneke and
Liu Yang},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Statistical Learning under Nonstationary Mixing Processes},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1678--1686},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/hanneke19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Hanneke019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/HannekeKS19,
author = {Steve Hanneke and
Aryeh Kontorovich and
Menachem Sadigurschi},
editor = {Aur{\'{e}}lien Garivier and
Satyen Kale},
title = {Sample Compression for Real-Valued Learners},
booktitle = {Algorithmic Learning Theory, {ALT} 2019, 22-24 March 2019, Chicago,
Illinois, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {98},
pages = {466--488},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v98/hanneke19a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/alt/HannekeKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/HannekeK19,
author = {Steve Hanneke and
Aryeh Kontorovich},
editor = {Aur{\'{e}}lien Garivier and
Satyen Kale},
title = {A Sharp Lower Bound for Agnostic Learning with Sample Compression
Schemes},
booktitle = {Algorithmic Learning Theory, {ALT} 2019, 22-24 March 2019, Chicago,
Illinois, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {98},
pages = {489--505},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v98/hanneke19b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/HannekeK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MontasserHS19,
author = {Omar Montasser and
Steve Hanneke and
Nathan Srebro},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {{VC} Classes are Adversarially Robustly Learnable, but Only Improperly},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {2512--2530},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/montasser19a.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/MontasserHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HannekeK19,
author = {Steve Hanneke and
Samory Kpotufe},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {On the Value of Target Data in Transfer Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9867--9877},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/b91f4f4d36fa98a94ac5584af95594a0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HannekeK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04217,
author = {Omar Montasser and
Steve Hanneke and
Nathan Srebro},
title = {{VC} Classes are Adversarially Robustly Learnable, but Only Improperly},
journal = {CoRR},
volume = {abs/1902.04217},
year = {2019},
url = {http://arxiv.org/abs/1902.04217},
eprinttype = {arXiv},
eprint = {1902.04217},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09855,
author = {Steve Hanneke and
Aryeh Kontorovich and
Sivan Sabato and
Roi Weiss},
title = {Universal Bayes consistency in metric spaces},
journal = {CoRR},
volume = {abs/1906.09855},
year = {2019},
url = {http://arxiv.org/abs/1906.09855},
eprinttype = {arXiv},
eprint = {1906.09855},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/YangHC18,
author = {Liu Yang and
Steve Hanneke and
Jaime G. Carbonell},
title = {Bounds on the minimax rate for estimating a prior over a {VC} class
from independent learning tasks},
journal = {Theor. Comput. Sci.},
volume = {716},
pages = {124--140},
year = {2018},
url = {https://doi.org/10.1016/j.tcs.2017.11.025},
doi = {10.1016/J.TCS.2017.11.025},
timestamp = {Thu, 07 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/YangHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/ZhivotovskiyH18,
author = {Nikita Zhivotovskiy and
Steve Hanneke},
title = {Localization of {VC} classes: Beyond local Rademacher complexities},
journal = {Theor. Comput. Sci.},
volume = {742},
pages = {27--49},
year = {2018},
url = {https://doi.org/10.1016/j.tcs.2017.12.029},
doi = {10.1016/J.TCS.2017.12.029},
timestamp = {Wed, 22 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/ZhivotovskiyH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/Hanneke018,
author = {Steve Hanneke and
Liu Yang},
title = {Testing piecewise functions},
journal = {Theor. Comput. Sci.},
volume = {745},
pages = {23--35},
year = {2018},
url = {https://doi.org/10.1016/j.tcs.2018.05.019},
doi = {10.1016/J.TCS.2018.05.019},
timestamp = {Mon, 10 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/Hanneke018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HannekeKKT18,
author = {Steve Hanneke and
Adam Tauman Kalai and
Gautam Kamath and
Christos Tzamos},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Actively Avoiding Nonsense in Generative Models},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {209--227},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/hanneke18a.html},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HannekeKKT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07229,
author = {Steve Hanneke and
Adam Kalai and
Gautam Kamath and
Christos Tzamos},
title = {Actively Avoiding Nonsense in Generative Models},
journal = {CoRR},
volume = {abs/1802.07229},
year = {2018},
url = {http://arxiv.org/abs/1802.07229},
eprinttype = {arXiv},
eprint = {1802.07229},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08140,
author = {Steve Hanneke and
Aryeh Kontorovich},
title = {A New Lower Bound for Agnostic Learning with Sample Compression Schemes},
journal = {CoRR},
volume = {abs/1805.08140},
year = {2018},
url = {http://arxiv.org/abs/1805.08140},
eprinttype = {arXiv},
eprint = {1805.08140},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08254,
author = {Steve Hanneke and
Aryeh Kontorovich and
Menachem Sadigurschi},
title = {Sample Compression for Real-Valued Learners},
journal = {CoRR},
volume = {abs/1805.08254},
year = {2018},
url = {http://arxiv.org/abs/1805.08254},
eprinttype = {arXiv},
eprint = {1805.08254},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01864,
author = {Steve Hanneke and
Aryeh Kontorovich and
Menachem Sadigurschi},
title = {Agnostic Sample Compression for Linear Regression},
journal = {CoRR},
volume = {abs/1810.01864},
year = {2018},
url = {http://arxiv.org/abs/1810.01864},
eprinttype = {arXiv},
eprint = {1810.01864},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/alt/2017,
editor = {Steve Hanneke and
Lev Reyzin},
title = {International Conference on Algorithmic Learning Theory, {ALT} 2017,
15-17 October 2017, Kyoto University, Kyoto, Japan},
series = {Proceedings of Machine Learning Research},
volume = {76},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v76/},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DhurandharHY17,
author = {Amit Dhurandhar and
Steve Hanneke and
Liu Yang},
title = {Learning with Changing Features},
journal = {CoRR},
volume = {abs/1705.00219},
year = {2017},
url = {http://arxiv.org/abs/1705.00219},
eprinttype = {arXiv},
eprint = {1705.00219},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DhurandharHY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hanneke17,
author = {Steve Hanneke},
title = {Learning Whenever Learning is Possible: Universal Learning under General
Stochastic Processes},
journal = {CoRR},
volume = {abs/1706.01418},
year = {2017},
url = {http://arxiv.org/abs/1706.01418},
eprinttype = {arXiv},
eprint = {1706.01418},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hanneke17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HannekeY17,
author = {Steve Hanneke and
Liu Yang},
title = {Testing Piecewise Functions},
journal = {CoRR},
volume = {abs/1706.07669},
year = {2017},
url = {http://arxiv.org/abs/1706.07669},
eprinttype = {arXiv},
eprint = {1706.07669},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HannekeY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hanneke16,
author = {Steve Hanneke},
title = {The Optimal Sample Complexity of {PAC} Learning},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {38:1--38:15},
year = {2016},
url = {https://jmlr.org/papers/v17/15-389.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hanneke16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hanneke16a,
author = {Steve Hanneke},
title = {Refined Error Bounds for Several Learning Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {135:1--135:55},
year = {2016},
url = {https://jmlr.org/papers/v17/15-655.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hanneke16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/ZhivotovskiyH16,
author = {Nikita Zhivotovskiy and
Steve Hanneke},
editor = {Ronald Ortner and
Hans Ulrich Simon and
Sandra Zilles},
title = {Localization of {VC} Classes: Beyond Local Rademacher Complexities},
booktitle = {Algorithmic Learning Theory - 27th International Conference, {ALT}
2016, Bari, Italy, October 19-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9925},
pages = {18--33},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46379-7\_2},
doi = {10.1007/978-3-319-46379-7\_2},
timestamp = {Fri, 08 Sep 2023 21:18:15 +0200},
biburl = {https://dblp.org/rec/conf/alt/ZhivotovskiyH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WienerHE15,
author = {Yair Wiener and
Steve Hanneke and
Ran El{-}Yaniv},
title = {A compression technique for analyzing disagreement-based active learning},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {713--745},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2831137},
doi = {10.5555/2789272.2831137},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WienerHE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HannekeY15,
author = {Steve Hanneke and
Liu Yang},
title = {Minimax analysis of active learning},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {3487--3602},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912111},
doi = {10.5555/2789272.2912111},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HannekeY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/HannekeKY15,
author = {Steve Hanneke and
Varun Kanade and
Liu Yang},
editor = {Kamalika Chaudhuri and
Claudio Gentile and
Sandra Zilles},
title = {Learning with a Drifting Target Concept},
booktitle = {Algorithmic Learning Theory - 26th International Conference, {ALT}
2015, Banff, AB, Canada, October 4-6, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9355},
pages = {149--164},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24486-0\_10},
doi = {10.1007/978-3-319-24486-0\_10},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/HannekeKY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/YangHC15,
author = {Liu Yang and
Steve Hanneke and
Jaime G. Carbonell},
editor = {Kamalika Chaudhuri and
Claudio Gentile and
Sandra Zilles},
title = {Bounds on the Minimax Rate for Estimating a Prior over a {VC} Class
from Independent Learning Tasks},
booktitle = {Algorithmic Learning Theory - 26th International Conference, {ALT}
2015, Banff, AB, Canada, October 4-6, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9355},
pages = {270--284},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24486-0\_18},
doi = {10.1007/978-3-319-24486-0\_18},
timestamp = {Thu, 07 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/YangHC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HannekeKY15,
author = {Steve Hanneke and
Varun Kanade and
Liu Yang},
title = {Learning with a Drifting Target Concept},
journal = {CoRR},
volume = {abs/1505.05215},
year = {2015},
url = {http://arxiv.org/abs/1505.05215},
eprinttype = {arXiv},
eprint = {1505.05215},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HannekeKY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangHC15,
author = {Liu Yang and
Steve Hanneke and
Jaime G. Carbonell},
title = {Bounds on the Minimax Rate for Estimating a Prior over a {VC} Class
from Independent Learning Tasks},
journal = {CoRR},
volume = {abs/1505.05231},
year = {2015},
url = {http://arxiv.org/abs/1505.05231},
eprinttype = {arXiv},
eprint = {1505.05231},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangHC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hanneke15,
author = {Steve Hanneke},
title = {The Optimal Sample Complexity of {PAC} Learning},
journal = {CoRR},
volume = {abs/1507.00473},
year = {2015},
url = {http://arxiv.org/abs/1507.00473},
eprinttype = {arXiv},
eprint = {1507.00473},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hanneke15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hanneke15a,
author = {Steve Hanneke},
title = {Refined Error Bounds for Several Learning Algorithms},
journal = {CoRR},
volume = {abs/1512.07146},
year = {2015},
url = {http://arxiv.org/abs/1512.07146},
eprinttype = {arXiv},
eprint = {1512.07146},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hanneke15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HannekeJY15,
author = {Steve Hanneke and
Tommi S. Jaakkola and
Liu Yang},
title = {Statistical Learning under Nonstationary Mixing Processes},
journal = {CoRR},
volume = {abs/1512.08064},
year = {2015},
url = {http://arxiv.org/abs/1512.08064},
eprinttype = {arXiv},
eprint = {1512.08064},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HannekeJY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Hanneke14,
author = {Steve Hanneke},
title = {Theory of Disagreement-Based Active Learning},
journal = {Found. Trends Mach. Learn.},
volume = {7},
number = {2-3},
pages = {131--309},
year = {2014},
url = {https://doi.org/10.1561/2200000037},
doi = {10.1561/2200000037},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/Hanneke14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WienerHE14,
author = {Yair Wiener and
Steve Hanneke and
Ran El{-}Yaniv},
title = {A Compression Technique for Analyzing Disagreement-Based Active Learning},
journal = {CoRR},
volume = {abs/1404.1504},
year = {2014},
url = {http://arxiv.org/abs/1404.1504},
eprinttype = {arXiv},
eprint = {1404.1504},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WienerHE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HannekeY14,
author = {Steve Hanneke and
Liu Yang},
title = {Minimax Analysis of Active Learning},
journal = {CoRR},
volume = {abs/1410.0996},
year = {2014},
url = {http://arxiv.org/abs/1410.0996},
eprinttype = {arXiv},
eprint = {1410.0996},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HannekeY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangHC13,
author = {Liu Yang and
Steve Hanneke and
Jaime G. Carbonell},
title = {A theory of transfer learning with applications to active learning},
journal = {Mach. Learn.},
volume = {90},
number = {2},
pages = {161--189},
year = {2013},
url = {https://doi.org/10.1007/s10994-012-5310-y},
doi = {10.1007/S10994-012-5310-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/YangHC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangH13,
author = {Liu Yang and
Steve Hanneke},
title = {Activized Learning with Uniform Classification Noise},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {370--378},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/yang13c.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hanneke12,
author = {Steve Hanneke},
title = {Activized Learning: Transforming Passive to Active with Improved Label
Complexity},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1469--1587},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343693},
doi = {10.5555/2503308.2343693},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hanneke12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BalcanH12,
author = {Maria{-}Florina Balcan and
Steve Hanneke},
editor = {Shie Mannor and
Nathan Srebro and
Robert C. Williamson},
title = {Robust Interactive Learning},
booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
25-27, 2012, Edinburgh, Scotland},
series = {{JMLR} Proceedings},
volume = {23},
pages = {20.1--20.34},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v23/balcan12c/balcan12c.pdf},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BalcanH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-3772,
author = {Steve Hanneke and
Liu Yang},
title = {Surrogate Losses in Passive and Active Learning},
journal = {CoRR},
volume = {abs/1207.3772},
year = {2012},
url = {http://arxiv.org/abs/1207.3772},
eprinttype = {arXiv},
eprint = {1207.3772},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-3772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YangHC11a,
author = {Liu Yang and
Steve Hanneke and
Jaime G. Carbonell},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {Identifiability of Priors from Bounded Sample Sizes with Applications
to Transfer Learning},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {789--806},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/yang11a/yang11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YangHC11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YangHC11,
author = {Liu Yang and
Steve Hanneke and
Jaime G. Carbonell},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {The Sample Complexity of Self-Verifying Bayesian Active Learning},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {816--822},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/yang11a/yang11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YangHC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-1766,
author = {Steve Hanneke},
title = {Activized Learning: Transforming Passive to Active with Improved Label
Complexity},
journal = {CoRR},
volume = {abs/1108.1766},
year = {2011},
url = {http://arxiv.org/abs/1108.1766},
eprinttype = {arXiv},
eprint = {1108.1766},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-1766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-1422,
author = {Maria{-}Florina Balcan and
Steve Hanneke},
title = {Robust Interactive Learning},
journal = {CoRR},
volume = {abs/1111.1422},
year = {2011},
url = {http://arxiv.org/abs/1111.1422},
eprinttype = {arXiv},
eprint = {1111.1422},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-1422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BalcanHV10,
author = {Maria{-}Florina Balcan and
Steve Hanneke and
Jennifer Wortman Vaughan},
title = {The true sample complexity of active learning},
journal = {Mach. Learn.},
volume = {80},
number = {2-3},
pages = {111--139},
year = {2010},
url = {https://doi.org/10.1007/s10994-010-5174-y},
doi = {10.1007/S10994-010-5174-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BalcanHV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/YangHC10,
author = {Liu Yang and
Steve Hanneke and
Jaime G. Carbonell},
editor = {Marcus Hutter and
Frank Stephan and
Vladimir Vovk and
Thomas Zeugmann},
title = {Bayesian Active Learning Using Arbitrary Binary Valued Queries},
booktitle = {Algorithmic Learning Theory, 21st International Conference, {ALT}
2010, Canberra, Australia, October 6-8, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6331},
pages = {50--58},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16108-7\_8},
doi = {10.1007/978-3-642-16108-7\_8},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/YangHC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HannekeY10,
author = {Steve Hanneke and
Liu Yang},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Negative Results for Active Learning with Convex Losses},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {321--325},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/hanneke10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HannekeY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Hanneke09,
author = {Steve Hanneke},
title = {Adaptive Rates of Convergence in Active Learning},
booktitle = {{COLT} 2009 - The 22nd Conference on Learning Theory, Montreal, Quebec,
Canada, June 18-21, 2009},
year = {2009},
url = {http://www.cs.mcgill.ca/\%7Ecolt2009/papers/035.pdf\#page=1},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Hanneke09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HannekeX09,
author = {Steve Hanneke and
Eric P. Xing},
editor = {David A. Van Dyk and
Max Welling},
title = {Network Completion and Survey Sampling},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {209--215},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/hanneke09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HannekeX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BalcanHW08,
author = {Maria{-}Florina Balcan and
Steve Hanneke and
Jennifer Wortman},
editor = {Rocco A. Servedio and
Tong Zhang},
title = {The True Sample Complexity of Active Learning},
booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
pages = {45--56},
publisher = {Omnipress},
year = {2008},
url = {http://colt2008.cs.helsinki.fi/papers/108-Balcan.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BalcanHW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Hanneke07,
author = {Steve Hanneke},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Teaching Dimension and the Complexity of Active Learning},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {66--81},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_7},
doi = {10.1007/978-3-540-72927-3\_7},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/Hanneke07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoHFX07,
author = {Fan Guo and
Steve Hanneke and
Wenjie Fu and
Eric P. Xing},
editor = {Zoubin Ghahramani},
title = {Recovering temporally rewiring networks: a model-based approach},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {321--328},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273537},
doi = {10.1145/1273496.1273537},
timestamp = {Tue, 01 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuoHFX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hanneke07,
author = {Steve Hanneke},
editor = {Zoubin Ghahramani},
title = {A bound on the label complexity of agnostic active learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {353--360},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273541},
doi = {10.1145/1273496.1273541},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Hanneke07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HannekeX06,
author = {Steve Hanneke and
Eric P. Xing},
editor = {Edoardo M. Airoldi and
David M. Blei and
Stephen E. Fienberg and
Anna Goldenberg and
Eric P. Xing and
Alice X. Zheng},
title = {Discrete Temporal Models of Social Networks},
booktitle = {Statistical Network Analysis: Models, Issues, and New Directions -
{ICML} 2006 Workshop on Statistical Network Analysis, Pittsburgh,
PA, USA, June 29, 2006, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4503},
pages = {115--125},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-73133-7\_9},
doi = {10.1007/978-3-540-73133-7\_9},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/icml/HannekeX06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hanneke06,
author = {Steve Hanneke},
editor = {William W. Cohen and
Andrew W. Moore},
title = {An analysis of graph cut size for transductive learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {393--399},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143894},
doi = {10.1145/1143844.1143894},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/Hanneke06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
