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Masrour Zoghi
2020 – today
- 2023
- [c15]Javad Azizi, Ofer Meshi, Masrour Zoghi, Maryam Karimzadehgan:
Overcoming Prior Misspecification in Online Learning to Rank. AISTATS 2023: 594-614 - [i12]Javad Azizi, Ofer Meshi, Masrour Zoghi, Maryam Karimzadehgan:
Overcoming Prior Misspecification in Online Learning to Rank. CoRR abs/2301.10651 (2023) - [i11]Li Ding, Masrour Zoghi, Guy Tennenholtz, Maryam Karimzadehgan:
Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation. CoRR abs/2310.18893 (2023) - [i10]Haolun Wu, Ofer Meshi, Masrour Zoghi, Fernando Diaz, Xue Liu, Craig Boutilier, Maryam Karimzadehgan:
Density-based User Representation through Gaussian Process Regression for Multi-interest Personalized Retrieval. CoRR abs/2310.20091 (2023) - 2022
- [c14]Branislav Kveton, Ofer Meshi, Masrour Zoghi, Zhen Qin:
On the Value of Prior in Online Learning to Rank. AISTATS 2022: 6880-6892 - 2020
- [j2]Chang Li, Ilya Markov, Maarten de Rijke, Masrour Zoghi:
MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation. ACM Trans. Inf. Syst. 38(4): 40:1-40:28 (2020) - [i9]Shailesh Bavadekar, Andrew M. Dai, John Davis, Damien Desfontaines, Ilya Eckstein, Katie Everett, Alex Fabrikant, Gerardo Flores, Evgeniy Gabrilovich, Krishna Gadepalli, Shane Glass, Rayman Huang, Chaitanya Kamath, Dennis Kraft, Akim Kumok, Hinali Marfatia, Yael Mayer, Benjamin Miller, Adam Pearce, Irippuge Milinda Perera, Venky Ramachandran, Karthik Raman, Thomas Roessler, Izhak Shafran, Tomer Shekel, Charlotte Stanton, Jacob Stimes, Mimi Sun, Gregory Wellenius, Masrour Zoghi:
Google COVID-19 Search Trends Symptoms Dataset: Anonymization Process Description (version 1.0). CoRR abs/2009.01265 (2020)
2010 – 2019
- 2019
- [c13]Sebastian Bruch, Masrour Zoghi, Michael Bendersky, Marc Najork:
Revisiting Approximate Metric Optimization in the Age of Deep Neural Networks. SIGIR 2019: 1241-1244 - [c12]Chang Li, Branislav Kveton, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvári, Masrour Zoghi:
BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback. UAI 2019: 196-206 - 2018
- [c11]Yanan Sui, Masrour Zoghi, Katja Hofmann, Yisong Yue:
Advancements in Dueling Bandits. IJCAI 2018: 5502-5510 - [i8]Branislav Kveton, Chang Li, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvári, Masrour Zoghi:
BubbleRank: Safe Online Learning to Rerank. CoRR abs/1806.05819 (2018) - [i7]Chang Li, Ilya Markov, Maarten de Rijke, Masrour Zoghi:
Merge Double Thompson Sampling for Large Scale Online Ranker Evaluation. CoRR abs/1812.04412 (2018) - 2017
- [c10]Masrour Zoghi, Tomás Tunys, Mohammad Ghavamzadeh, Branislav Kveton, Csaba Szepesvári, Zheng Wen:
Online Learning to Rank in Stochastic Click Models. ICML 2017: 4199-4208 - [i6]Mohammad Ghavamzadeh, Branislav Kveton, Csaba Szepesvári, Tomás Tunys, Zheng Wen, Masrour Zoghi:
Online Learning to Rank in Stochastic Click Models. CoRR abs/1703.02527 (2017) - 2016
- [j1]Ziyu Wang, Frank Hutter, Masrour Zoghi, David Matheson, Nando de Freitas:
Bayesian Optimization in a Billion Dimensions via Random Embeddings. J. Artif. Intell. Res. 55: 361-387 (2016) - [c9]Akshay Balsubramani, Zohar S. Karnin, Robert E. Schapire, Masrour Zoghi:
Instance-dependent Regret Bounds for Dueling Bandits. COLT 2016: 336-360 - [c8]Masrour Zoghi, Tomás Tunys, Lihong Li, Damien Jose, Junyan Chen, Chun Ming Chin, Maarten de Rijke:
Click-based Hot Fixes for Underperforming Torso Queries. SIGIR 2016: 195-204 - 2015
- [c7]Miroslav Dudík, Katja Hofmann, Robert E. Schapire, Aleksandrs Slivkins, Masrour Zoghi:
Contextual Dueling Bandits. COLT 2015: 563-587 - [c6]Masrour Zoghi, Zohar S. Karnin, Shimon Whiteson, Maarten de Rijke:
Copeland Dueling Bandits. NIPS 2015: 307-315 - [c5]Masrour Zoghi, Shimon Whiteson, Maarten de Rijke:
MergeRUCB: A Method for Large-Scale Online Ranker Evaluation. WSDM 2015: 17-26 - [i5]Miroslav Dudík, Katja Hofmann, Robert E. Schapire, Aleksandrs Slivkins, Masrour Zoghi:
Contextual Dueling Bandits. CoRR abs/1502.06362 (2015) - [i4]Masrour Zoghi, Zohar Shay Karnin, Shimon Whiteson, Maarten de Rijke:
Copeland Dueling Bandits. CoRR abs/1506.00312 (2015) - 2014
- [c4]Masrour Zoghi, Shimon Whiteson, Rémi Munos, Maarten de Rijke:
Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem. ICML 2014: 10-18 - [c3]Masrour Zoghi, Shimon Whiteson, Maarten de Rijke, Rémi Munos:
Relative confidence sampling for efficient on-line ranker evaluation. WSDM 2014: 73-82 - 2013
- [c2]Ziyu Wang, Masrour Zoghi, Frank Hutter, David Matheson, Nando de Freitas:
Bayesian Optimization in High Dimensions via Random Embeddings. IJCAI 2013: 1778-1784 - [i3]Ziyu Wang, Masrour Zoghi, Frank Hutter, David Matheson, Nando de Freitas:
Bayesian Optimization in a Billion Dimensions via Random Embeddings. CoRR abs/1301.1942 (2013) - [i2]Masrour Zoghi, Shimon Whiteson, Rémi Munos, Maarten de Rijke:
Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem. CoRR abs/1312.3393 (2013) - 2012
- [c1]Nando de Freitas, Alexander J. Smola, Masrour Zoghi:
Exponential Regret Bounds for Gaussian Process Bandits with Deterministic Observations. ICML 2012 - [i1]Nando de Freitas, Alexander J. Smola, Masrour Zoghi:
Regret Bounds for Deterministic Gaussian Process Bandits. CoRR abs/1203.2177 (2012)
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