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Link to original content: https://dblp.org/pid/23/1161.ris
Provider: Schloss Dagstuhl - Leibniz Center for Informatics Database: dblp computer science bibliography Content:text/plain; charset="utf-8" TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2204-08847 AU - Grünewälder, Steffen TI - Compressed Empirical Measures (in finite dimensions). JO - CoRR VL - abs/2204.08847 PY - 2022// DO - 10.48550/ARXIV.2204.08847 UR - https://doi.org/10.48550/arXiv.2204.08847 ER - TY - JOUR ID - DBLP:journals/jmlr/GrunewalderK21 AU - Grünewälder, Steffen AU - Khaleghi, Azadeh TI - Oblivious Data for Fairness with Kernels. JO - J. Mach. Learn. Res. VL - 22 SP - 208:1 EP - 208:36 PY - 2021// UR - https://jmlr.org/papers/v22/20-1311.html ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2002-02901 AU - Grünewälder, Steffen AU - Khaleghi, Azadeh TI - Oblivious Data for Fairness with Kernels. JO - CoRR VL - abs/2002.02901 PY - 2020// UR - https://arxiv.org/abs/2002.02901 ER - TY - JOUR ID - DBLP:journals/jmlr/GrunewalderK19 AU - Grünewälder, Steffen AU - Khaleghi, Azadeh TI - Approximations of the Restless Bandit Problem. JO - J. Mach. Learn. Res. VL - 20 SP - 14:1 EP - 14:37 PY - 2019// UR - https://jmlr.org/papers/v20/17-547.html ER - TY - JOUR ID - DBLP:journals/jmlr/PageG19 AU - Page, Stephen AU - Grünewälder, Steffen TI - Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces. JO - J. Mach. Learn. Res. VL - 20 SP - 120:1 EP - 120:49 PY - 2019// UR - https://jmlr.org/papers/v20/17-672.html ER - TY - CPAPER ID - DBLP:conf/nips/Pike-BurkeG19 AU - Pike-Burke, Ciara AU - Grünewälder, Steffen TI - Recovering Bandits. BT - Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada. SP - 14122 EP - 14131 PY - 2019// UR - https://proceedings.neurips.cc/paper/2019/hash/9a093d729036a5bd4736e03c5d634501-Abstract.html UR - http://papers.nips.cc/paper/9561-recovering-bandits ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1910-14354 AU - Pike-Burke, Ciara AU - Grünewälder, Steffen TI - Recovering Bandits. JO - CoRR VL - abs/1910.14354 PY - 2019// UR - http://arxiv.org/abs/1910.14354 ER - TY - CPAPER ID - DBLP:conf/aistats/Grunewalder18 AU - Grünewälder, Steffen TI - Plug-in Estimators for Conditional Expectations and Probabilities. BT - International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain SP - 1513 EP - 1521 PY - 2018// UR - http://proceedings.mlr.press/v84/grunewalder18a.html ER - TY - CPAPER ID - DBLP:conf/icml/Pike-Burke0SG18 AU - Pike-Burke, Ciara AU - Agrawal, Shipra AU - Szepesvári, Csaba AU - Grünewälder, Steffen TI - Bandits with Delayed, Aggregated Anonymous Feedback. BT - Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018 SP - 4102 EP - 4110 PY - 2018// UR - http://proceedings.mlr.press/v80/pike-burke18a.html ER - TY - JOUR ID - DBLP:journals/jmlr/Grunewalder17 AU - Grünewälder, Steffen TI - Compact Convex Projections. JO - J. Mach. Learn. Res. VL - 18 SP - 219:1 EP - 219:43 PY - 2017// UR - https://jmlr.org/papers/v18/16-147.html ER - TY - CPAPER ID - DBLP:conf/aistats/Pike-BurkeG17 AU - Pike-Burke, Ciara AU - Grünewälder, Steffen TI - Optimistic Planning for the Stochastic Knapsack Problem. BT - Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA SP - 1114 EP - 1122 PY - 2017// UR - http://proceedings.mlr.press/v54/pike-burke17a.html ER - TY - Informal or Other Publication ID - DBLP:journals/corr/GrunewaalderK17 AU - Grünewälder, Steffen AU - Khaleghi, Azadeh TI - Approximations of the Restless Bandit Problem. JO - CoRR VL - abs/1702.06972 PY - 2017// UR - http://arxiv.org/abs/1702.06972 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1709-06853 AU - Pike-Burke, Ciara AU - Agrawal, Shipra AU - Szepesvári, Csaba AU - Grünewälder, Steffen TI - Bandits with Delayed Anonymous Feedback. JO - CoRR VL - abs/1709.06853 PY - 2017// UR - http://arxiv.org/abs/1709.06853 ER - TY - JOUR ID - DBLP:journals/jmlr/BohmerGSMO13 AU - Böhmer, Wendelin AU - Grünewälder, Steffen AU - Shen, Yun AU - Musial, Marek AU - Obermayer, Klaus TI - Construction of approximation spaces for reinforcement learning. JO - J. Mach. Learn. Res. VL - 14 IS - 1 SP - 2067 EP - 2118 PY - 2013// DO - 10.5555/2567709.2567728 UR - https://dl.acm.org/doi/10.5555/2567709.2567728 ER - TY - CPAPER ID - DBLP:conf/icml/GrunewalderAS13 AU - Grünewälder, Steffen AU - Gretton, Arthur AU - Shawe-Taylor, John TI - Smooth Operators. BT - Proceedings of the 30th International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA, 16-21 June 2013 SP - 1184 EP - 1192 PY - 2013// UR - http://proceedings.mlr.press/v28/grunewalder13.html ER - TY - JOUR ID - DBLP:journals/ml/BohmerGNO12 AU - Böhmer, Wendelin AU - Grünewälder, Steffen AU - Nickisch, Hannes AU - Obermayer, Klaus TI - Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis. JO - Mach. Learn. VL - 89 IS - 1-2 SP - 67 EP - 86 PY - 2012// DO - 10.1007/S10994-012-5300-0 UR - https://doi.org/10.1007/s10994-012-5300-0 ER - TY - CPAPER ID - DBLP:conf/icml/GrunewalderLBPG12 AU - Grünewälder, Steffen AU - Lever, Guy AU - Baldassarre, Luca AU - Pontil, Massimiliano AU - Gretton, Arthur TI - Modelling transition dynamics in MDPs with RKHS embeddings. BT - Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012 PY - 2012// UR - http://icml.cc/2012/papers/301.pdf ER - TY - CPAPER ID - DBLP:conf/icml/GrunewalderLGBPP12 AU - Grünewälder, Steffen AU - Lever, Guy AU - Gretton, Arthur AU - Baldassarre, Luca AU - Patterson, Sam AU - Pontil, Massimiliano TI - Conditional mean embeddings as regressors. BT - Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012 PY - 2012// UR - http://icml.cc/2012/papers/898.pdf ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1205-4656 AU - Grünewälder, Steffen AU - Lever, Guy AU - Baldassarre, Luca AU - Patterson, Sam AU - Gretton, Arthur AU - Pontil, Massimiliano TI - Conditional mean embeddings as regressors - supplementary JO - CoRR VL - abs/1205.4656 PY - 2012// UR - http://arxiv.org/abs/1205.4656 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1206-4655 AU - Grünewälder, Steffen AU - Lever, Guy AU - Baldassarre, Luca AU - Pontil, Massimiliano AU - Gretton, Arthur TI - Modelling transition dynamics in MDPs with RKHS embeddings JO - CoRR VL - abs/1206.4655 PY - 2012// UR - http://arxiv.org/abs/1206.4655 ER - TY - JOUR ID - DBLP:journals/ml/GrunewalderO11 AU - Grünewälder, Steffen AU - Obermayer, Klaus TI - The optimal unbiased value estimator and its relation to LSTD, TD and MC. JO - Mach. Learn. VL - 83 IS - 3 SP - 289 EP - 330 PY - 2011// DO - 10.1007/S10994-010-5220-9 UR - https://doi.org/10.1007/s10994-010-5220-9 ER - TY - CPAPER ID - DBLP:conf/pkdd/BohmerGNO11 AU - Böhmer, Wendelin AU - Grünewälder, Steffen AU - Nickisch, Hannes AU - Obermayer, Klaus TI - Regularized Sparse Kernel Slow Feature Analysis. BT - Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011. Proceedings, Part I SP - 235 EP - 248 PY - 2011// DO - 10.1007/978-3-642-23780-5_25 UR - https://doi.org/10.1007/978-3-642-23780-5_25 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1110-6317 AU - Shen, Yun AU - Grünewälder, Steffen AU - Obermayer, Klaus TI - A Unified Framework for Risk-sensitive Markov Decision Processes with Finite State and Action Spaces JO - CoRR VL - abs/1110.6317 PY - 2011// UR - http://arxiv.org/abs/1110.6317 ER - TY - CPAPER ID - DBLP:journals/jmlr/GrunewalderAOS10 AU - Grünewälder, Steffen AU - Audibert, Jean-Yves AU - Opper, Manfred AU - Shawe-Taylor, John TI - Regret Bounds for Gaussian Process Bandit Problems. BT - Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2010, Chia Laguna Resort, Sardinia, Italy, May 13-15, 2010 SP - 273 EP - 280 PY - 2010// UR - http://proceedings.mlr.press/v9/grunewalder10a.html ER - TY - THES ID - DBLP:phd/de/Grunewalder2009 AU - Grünewälder, Steffen TI - Application of statistical estimation theory, adaptive sensory systems and time series processing to reinforcement learning. PY - 2009// UR - http://opus.kobv.de/tuberlin/volltexte/2009/2150/ UR - https://nbn-resolving.org/urn:nbn:de:kobv:83-opus-21508 UR - https://d-nb.info/993270492 ER - TY - JOUR ID - DBLP:journals/ploscb/OnkenGMO09 AU - Onken, Arno AU - Grünewälder, Steffen AU - Munk, Matthias H. J. AU - Obermayer, Klaus TI - Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation. JO - PLoS Comput. Biol. VL - 5 IS - 11 PY - 2009// DO - 10.1371/JOURNAL.PCBI.1000577 UR - https://doi.org/10.1371/journal.pcbi.1000577 UR - https://www.wikidata.org/entity/Q21145349 ER - TY - CPAPER ID - DBLP:conf/nips/OnkenGO09 AU - Onken, Arno AU - Grünewälder, Steffen AU - Obermayer, Klaus TI - Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies. BT - Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada. SP - 1383 EP - 1391 PY - 2009// UR - https://proceedings.neurips.cc/paper/2009/hash/4ea06fbc83cdd0a06020c35d50e1e89a-Abstract.html UR - http://papers.nips.cc/paper/3839-correlation-coefficients-are-insufficient-for-analyzing-spike-count-dependencies ER - TY - CPAPER ID - DBLP:conf/nips/OnkenGMO08 AU - Onken, Arno AU - Grünewälder, Steffen AU - Munk, Matthias H. J. AU - Obermayer, Klaus TI - Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex. BT - Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008 SP - 1233 EP - 1240 PY - 2008// UR - https://proceedings.neurips.cc/paper/2008/hash/fa7cdfad1a5aaf8370ebeda47a1ff1c3-Abstract.html UR - http://papers.nips.cc/paper/3552-modeling-short-term-noise-dependence-of-spike-counts-in-macaque-prefrontal-cortex ER - TY - CPAPER ID - DBLP:conf/ijcnn/GrunewalderHO07 AU - Grünewälder, Steffen AU - Hochreiter, Sepp AU - Obermayer, Klaus TI - Optimality of LSTD and its Relation to MC. BT - Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007 SP - 338 EP - 343 PY - 2007// DO - 10.1109/IJCNN.2007.4370979 UR - https://doi.org/10.1109/IJCNN.2007.4370979 UR - https://www.wikidata.org/entity/Q59651994 ER -