Sougata Chaudhuri

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Online Learning to Rank with Top-k Feedback

Ambuj Tewari, Sougata Chaudhuri, 2016, J. Mach. Learn. Res..

Importance of Recommendation Policy Space in Addressing Click Sparsity in Personalized Advertisement Display

Mohammad Ghavamzadeh, Georgios Theocharous, Sougata Chaudhuri, 2017, MLDM.

Personalized Advertisement Recommendation: A Ranking Approach to Address the Ubiquitous Click Sparsity Problem pdf

Mohammad Ghavamzadeh, Georgios Theocharous, Sougata Chaudhuri, 2016, ArXiv.

Handling Class Imbalance in Link Prediction Using Learning to Rank Techniques pdf

Ambuj Tewari, Sougata Chaudhuri, Bopeng Li, 2015, AAAI.

Learning to Rank: Online Learning, Statistical Theory and Applications.

Sougata Chaudhuri, Sougata Chaudhuri, 2016 .

Generalization error bounds for learning to rank: Does the length of document lists matter?

Ambuj Tewari, Sougata Chaudhuri, Ambuj Tewari, 2015, ICML.

Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games

Ambuj Tewari, Sougata Chaudhuri, Ambuj Tewari, 2016, NIPS.

Online Ranking with Top-1 Feedback pdf

Ambuj Tewari, Sougata Chaudhuri, Ambuj Tewari, 2014, AISTATS.

Learning Large Scale Ordinal Ranking Model via Divide-and-Conquer Technique

Ling Zhou, Lu Tang, Sougata Chaudhuri, 2018, WWW.

Online Learning to Rank with Feedback at the Top

Ambuj Tewari, Sougata Chaudhuri, Ambuj Tewari, 2016, AISTATS.

Perceptron like Algorithms for Online Learning to Rank pdf

Ambuj Tewari, Sougata Chaudhuri, Ambuj Tewari, 2015, ArXiv.

Perceptron-like Algorithms and Generalization Bounds for Learning to Rank pdf

Ambuj Tewari, Sougata Chaudhuri, Ambuj Tewari, 2014, ArXiv.

Ranking and Calibrating Click-Attributed Purchases in Performance Display Advertising

James Liu, Sougata Chaudhuri, Abraham Bagherjeiran, 2017, ADKDD@KDD.