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Sougata Chaudhuri
Sougata Chaudhuri
Verified email at umich.edu
Title
Cited by
Cited by
Year
Online ranking with top-1 feedback
S Chaudhuri, A Tewari
Artificial Intelligence and Statistics, 129-137, 2015
172015
Online learning to rank with top-k feedback
S Chaudhuri, A Tewari
Journal of Machine Learning Research 18 (103), 1-50, 2017
152017
Phased exploration with greedy exploitation in stochastic combinatorial partial monitoring games
S Chaudhuri, A Tewari
Advances in Neural Information Processing Systems 29, 2016
14*2016
Generalization error bounds for learning to rank: Does the length of document lists matter?
A Tewari, S Chaudhuri
International Conference on Machine Learning, 315-323, 2015
142015
Ranking and calibrating click-attributed purchases in performance display advertising
S Chaudhuri, A Bagherjeiran, J Liu
Proceedings of the ADKDD'17, 1-6, 2017
112017
Handling class imbalance in link prediction using learning to rank techniques
B Li, S Chaudhuri, A Tewari
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
72016
Online learning to rank with feedback at the top
S Chaudhuri, AT Tewari
Artificial Intelligence and Statistics, 277-285, 2016
62016
Recommending advertisements using ranking functions
S Chaudhuri, G Theocharous, M Ghavamzadeh
US Patent 10,430,825, 2019
52019
Learning large scale ordinal ranking model via divide-and-conquer technique
L Tang, S Chaudhuri, A Bagherjeiran, L Zhou
Companion Proceedings of the The Web Conference 2018, 1901-1909, 2018
32018
Personalized advertisement recommendation: A ranking approach to address the ubiquitous click sparsity problem
S Chaudhuri, G Theocharous, M Ghavamzadeh
arXiv preprint arXiv:1603.01870, 2016
32016
Perceptron like algorithms for online learning to rank
S Chaudhuri, A Tewari
arXiv preprint arXiv:1508.00842, 2015
32015
On Lipschitz continuity and smoothness of loss functions in learning to rank
A Tewari, S Chaudhuri
arXiv preprint arXiv:1405.0586, 2014
32014
Importance of recommendation policy space in addressing click sparsity in personalized advertisement display
S Chaudhuri, G Theocharous, M Ghavamzadeh
Machine Learning and Data Mining in Pattern Recognition: 13th International …, 2017
22017
Learning to Rank: Online Learning, Statistical Theory and Applications.
S Chaudhuri
22016
Perceptron-like algorithms and generalization bounds for learning to rank
S Chaudhuri, A Tewari
arXiv preprint arXiv:1405.0591, 2014
22014
Learning ordinal regression model via divide-and-conquer technique
S Chaudhuri, T Lu, AH Bagherjeiran
US Patent 11,269,974, 2022
12022
Learning ordinal regression model via divide-and-conquer technique
S Chaudhuri, T Lu, AH Bagherjeiran
US Patent App. 17/688,263, 2022
2022
Package ‘rvgtest’
J Leydold, S Chaudhuri, MJ Leydold
2014
ERROR DETECTION IN NON-UNIFORM RANDOM VARIATES
S Chaudhuri
Generalization Bounds for Convex Surrogates in Learning to Rank
S Chaudhuri, A Tewari
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Articles 1–20