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ORCIDBibTeX records: Masrour Zoghi
@inproceedings{DBLP:conf/aistats/AziziMZK23,
author = {Javad Azizi and
Ofer Meshi and
Masrour Zoghi and
Maryam Karimzadehgan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Overcoming Prior Misspecification in Online Learning to Rank},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {594--614},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/azizi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AziziMZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10651,
author = {Javad Azizi and
Ofer Meshi and
Masrour Zoghi and
Maryam Karimzadehgan},
title = {Overcoming Prior Misspecification in Online Learning to Rank},
journal = {CoRR},
volume = {abs/2301.10651},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10651},
doi = {10.48550/ARXIV.2301.10651},
eprinttype = {arXiv},
eprint = {2301.10651},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18893,
author = {Li Ding and
Masrour Zoghi and
Guy Tennenholtz and
Maryam Karimzadehgan},
title = {Ever Evolving Evaluator {(EV3):} Towards Flexible and Reliable Meta-Optimization
for Knowledge Distillation},
journal = {CoRR},
volume = {abs/2310.18893},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18893},
doi = {10.48550/ARXIV.2310.18893},
eprinttype = {arXiv},
eprint = {2310.18893},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20091,
author = {Haolun Wu and
Ofer Meshi and
Masrour Zoghi and
Fernando Diaz and
Xue Liu and
Craig Boutilier and
Maryam Karimzadehgan},
title = {Density-based User Representation through Gaussian Process Regression
for Multi-interest Personalized Retrieval},
journal = {CoRR},
volume = {abs/2310.20091},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20091},
doi = {10.48550/ARXIV.2310.20091},
eprinttype = {arXiv},
eprint = {2310.20091},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KvetonMZQ22,
author = {Branislav Kveton and
Ofer Meshi and
Masrour Zoghi and
Zhen Qin},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {On the Value of Prior in Online Learning to Rank},
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 = {6880--6892},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/kveton22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KvetonMZQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/LiMRZ20,
author = {Chang Li and
Ilya Markov and
Maarten de Rijke and
Masrour Zoghi},
title = {MergeDTS: {A} Method for Effective Large-Scale Online Ranker Evaluation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {38},
number = {4},
pages = {40:1--40:28},
year = {2020},
url = {https://doi.org/10.1145/3411753},
doi = {10.1145/3411753},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/LiMRZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01265,
author = {Shailesh Bavadekar and
Andrew M. Dai and
John Davis and
Damien Desfontaines and
Ilya Eckstein and
Katie Everett and
Alex Fabrikant and
Gerardo Flores and
Evgeniy Gabrilovich and
Krishna Gadepalli and
Shane Glass and
Rayman Huang and
Chaitanya Kamath and
Dennis Kraft and
Akim Kumok and
Hinali Marfatia and
Yael Mayer and
Benjamin Miller and
Adam Pearce and
Irippuge Milinda Perera and
Venky Ramachandran and
Karthik Raman and
Thomas Roessler and
Izhak Shafran and
Tomer Shekel and
Charlotte Stanton and
Jacob Stimes and
Mimi Sun and
Gregory Wellenius and
Masrour Zoghi},
title = {Google {COVID-19} Search Trends Symptoms Dataset: Anonymization Process
Description (version 1.0)},
journal = {CoRR},
volume = {abs/2009.01265},
year = {2020},
url = {https://arxiv.org/abs/2009.01265},
eprinttype = {arXiv},
eprint = {2009.01265},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-01265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/BruchZBN19,
author = {Sebastian Bruch and
Masrour Zoghi and
Michael Bendersky and
Marc Najork},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {Revisiting Approximate Metric Optimization in the Age of Deep Neural
Networks},
booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
France, July 21-25, 2019},
pages = {1241--1244},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331347},
doi = {10.1145/3331184.3331347},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/BruchZBN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0003KLMRSZ19,
author = {Chang Li and
Branislav Kveton and
Tor Lattimore and
Ilya Markov and
Maarten de Rijke and
Csaba Szepesv{\'{a}}ri and
Masrour Zoghi},
editor = {Amir Globerson and
Ricardo Silva},
title = {BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {196--206},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/li20b.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/0003KLMRSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SuiZHY18,
author = {Yanan Sui and
Masrour Zoghi and
Katja Hofmann and
Yisong Yue},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Advancements in Dueling Bandits},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5502--5510},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/776},
doi = {10.24963/IJCAI.2018/776},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SuiZHY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05819,
author = {Branislav Kveton and
Chang Li and
Tor Lattimore and
Ilya Markov and
Maarten de Rijke and
Csaba Szepesv{\'{a}}ri and
Masrour Zoghi},
title = {BubbleRank: Safe Online Learning to Rerank},
journal = {CoRR},
volume = {abs/1806.05819},
year = {2018},
url = {http://arxiv.org/abs/1806.05819},
eprinttype = {arXiv},
eprint = {1806.05819},
timestamp = {Wed, 09 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-04412,
author = {Chang Li and
Ilya Markov and
Maarten de Rijke and
Masrour Zoghi},
title = {Merge Double Thompson Sampling for Large Scale Online Ranker Evaluation},
journal = {CoRR},
volume = {abs/1812.04412},
year = {2018},
url = {http://arxiv.org/abs/1812.04412},
eprinttype = {arXiv},
eprint = {1812.04412},
timestamp = {Wed, 09 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-04412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZoghiTGKSW17,
author = {Masrour Zoghi and
Tom{\'{a}}s Tunys and
Mohammad Ghavamzadeh and
Branislav Kveton and
Csaba Szepesv{\'{a}}ri and
Zheng Wen},
editor = {Doina Precup and
Yee Whye Teh},
title = {Online Learning to Rank in Stochastic Click Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4199--4208},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zoghi17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZoghiTGKSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhavamzadehKSTW17,
author = {Mohammad Ghavamzadeh and
Branislav Kveton and
Csaba Szepesv{\'{a}}ri and
Tom{\'{a}}s Tunys and
Zheng Wen and
Masrour Zoghi},
title = {Online Learning to Rank in Stochastic Click Models},
journal = {CoRR},
volume = {abs/1703.02527},
year = {2017},
url = {http://arxiv.org/abs/1703.02527},
eprinttype = {arXiv},
eprint = {1703.02527},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhavamzadehKSTW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/WangHZMF16,
author = {Ziyu Wang and
Frank Hutter and
Masrour Zoghi and
David Matheson and
Nando de Freitas},
title = {Bayesian Optimization in a Billion Dimensions via Random Embeddings},
journal = {J. Artif. Intell. Res.},
volume = {55},
pages = {361--387},
year = {2016},
url = {https://doi.org/10.1613/jair.4806},
doi = {10.1613/JAIR.4806},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/WangHZMF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BalsubramaniKSZ16,
author = {Akshay Balsubramani and
Zohar S. Karnin and
Robert E. Schapire and
Masrour Zoghi},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Instance-dependent Regret Bounds for Dueling Bandits},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {336--360},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/balsubramani16.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/colt/BalsubramaniKSZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZoghiTLJCCR16,
author = {Masrour Zoghi and
Tom{\'{a}}s Tunys and
Lihong Li and
Damien Jose and
Junyan Chen and
Chun Ming Chin and
Maarten de Rijke},
editor = {Raffaele Perego and
Fabrizio Sebastiani and
Javed A. Aslam and
Ian Ruthven and
Justin Zobel},
title = {Click-based Hot Fixes for Underperforming Torso Queries},
booktitle = {Proceedings of the 39th International {ACM} {SIGIR} conference on
Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
Italy, July 17-21, 2016},
pages = {195--204},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2911451.2911500},
doi = {10.1145/2911451.2911500},
timestamp = {Wed, 14 Nov 2018 10:58:11 +0100},
biburl = {https://dblp.org/rec/conf/sigir/ZoghiTLJCCR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/DudikHSSZ15,
author = {Miroslav Dud{\'{\i}}k and
Katja Hofmann and
Robert E. Schapire and
Aleksandrs Slivkins and
Masrour Zoghi},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Contextual Dueling Bandits},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {563--587},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Dudik15.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/DudikHSSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZoghiKWR15,
author = {Masrour Zoghi and
Zohar S. Karnin and
Shimon Whiteson and
Maarten de Rijke},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Copeland Dueling Bandits},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {307--315},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/9872ed9fc22fc182d371c3e9ed316094-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZoghiKWR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZoghiWR15,
author = {Masrour Zoghi and
Shimon Whiteson and
Maarten de Rijke},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {MergeRUCB: {A} Method for Large-Scale Online Ranker Evaluation},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {17--26},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2685290},
doi = {10.1145/2684822.2685290},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZoghiWR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DudikHSSZ15,
author = {Miroslav Dud{\'{\i}}k and
Katja Hofmann and
Robert E. Schapire and
Aleksandrs Slivkins and
Masrour Zoghi},
title = {Contextual Dueling Bandits},
journal = {CoRR},
volume = {abs/1502.06362},
year = {2015},
url = {http://arxiv.org/abs/1502.06362},
eprinttype = {arXiv},
eprint = {1502.06362},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DudikHSSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZoghiKWR15,
author = {Masrour Zoghi and
Zohar Shay Karnin and
Shimon Whiteson and
Maarten de Rijke},
title = {Copeland Dueling Bandits},
journal = {CoRR},
volume = {abs/1506.00312},
year = {2015},
url = {http://arxiv.org/abs/1506.00312},
eprinttype = {arXiv},
eprint = {1506.00312},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZoghiKWR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZoghiWMR14,
author = {Masrour Zoghi and
Shimon Whiteson and
R{\'{e}}mi Munos and
Maarten de Rijke},
title = {Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {10--18},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/zoghi14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZoghiWMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZoghiWRM14,
author = {Masrour Zoghi and
Shimon Whiteson and
Maarten de Rijke and
R{\'{e}}mi Munos},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {Relative confidence sampling for efficient on-line ranker evaluation},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {73--82},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556256},
doi = {10.1145/2556195.2556256},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZoghiWRM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangZHMF13,
author = {Ziyu Wang and
Masrour Zoghi and
Frank Hutter and
David Matheson and
Nando de Freitas},
editor = {Francesca Rossi},
title = {Bayesian Optimization in High Dimensions via Random Embeddings},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1778--1784},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6971},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangZHMF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-1942,
author = {Ziyu Wang and
Masrour Zoghi and
Frank Hutter and
David Matheson and
Nando de Freitas},
title = {Bayesian Optimization in a Billion Dimensions via Random Embeddings},
journal = {CoRR},
volume = {abs/1301.1942},
year = {2013},
url = {http://arxiv.org/abs/1301.1942},
eprinttype = {arXiv},
eprint = {1301.1942},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-1942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZoghiWMR13,
author = {Masrour Zoghi and
Shimon Whiteson and
R{\'{e}}mi Munos and
Maarten de Rijke},
title = {Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem},
journal = {CoRR},
volume = {abs/1312.3393},
year = {2013},
url = {http://arxiv.org/abs/1312.3393},
eprinttype = {arXiv},
eprint = {1312.3393},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZoghiWMR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FreitasSZ12,
author = {Nando de Freitas and
Alexander J. Smola and
Masrour Zoghi},
title = {Exponential Regret Bounds for Gaussian Process Bandits with Deterministic
Observations},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/853.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FreitasSZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-2177,
author = {Nando de Freitas and
Alexander J. Smola and
Masrour Zoghi},
title = {Regret Bounds for Deterministic Gaussian Process Bandits},
journal = {CoRR},
volume = {abs/1203.2177},
year = {2012},
url = {http://arxiv.org/abs/1203.2177},
eprinttype = {arXiv},
eprint = {1203.2177},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-2177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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