Sougata Chaudhuri

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 13

Top Topics

Ranking Functions

Direct Optimization

Generalization Error Bounds

Top Venues

Publications

Zhichao Wang, Bin Bi, Shiva Kumar Pentyala, Kiran Ramnath, Sougata Chaudhuri, Shubham Mehrotra, Zixu Zhu, Xiang-Bo Mao, Sitaram Asur, Na Cheng
A Comprehensive Survey of LLM Alignment Techniques: RLHF, RLAIF, PPO, DPO and More. CoRR (2024)
Lu Tang, Sougata Chaudhuri, Abraham Bagherjeiran, Ling Zhou
Learning Large Scale Ordinal Ranking Model via Divide-and-Conquer Technique. WWW (Companion Volume) (2018)
Sougata Chaudhuri, Ambuj Tewari
Online Learning to Rank with Top-k Feedback. J. Mach. Learn. Res. 18 (2017)
Sougata Chaudhuri, Abraham Bagherjeiran, James Liu
Ranking and Calibrating Click-Attributed Purchases in Performance Display Advertising. ADKDD@KDD (2017)
Sougata Chaudhuri, Georgios Theocharous, Mohammad Ghavamzadeh
Importance of Recommendation Policy Space in Addressing Click Sparsity in Personalized Advertisement Display. MLDM (2017)
Sougata Chaudhuri, Ambuj Tewari
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games. CoRR (2016)
Sougata Chaudhuri, Ambuj Tewari
Online Learning to Rank with Feedback at the Top. AISTATS (2016)
Sougata Chaudhuri, Ambuj Tewari
Online Learning to Rank with Feedback at the Top. CoRR (2016)
Bopeng Li, Sougata Chaudhuri, Ambuj Tewari
Handling Class Imbalance in Link Prediction Using Learning to Rank Techniques. AAAI (2016)
Ambuj Tewari, Sougata Chaudhuri
Generalization error bounds for learning to rank: Does the length of document lists matter? CoRR (2016)
Sougata Chaudhuri, Georgios Theocharous, Mohammad Ghavamzadeh
Personalized Advertisement Recommendation: A Ranking Approach to Address the Ubiquitous Click Sparsity Problem. CoRR (2016)
Sougata Chaudhuri, Ambuj Tewari
Online Learning to Rank with Top-k Feedback. CoRR (2016)
Sougata Chaudhuri, Ambuj Tewari
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games. NIPS (2016)
Sougata Chaudhuri, Ambuj Tewari
Online Ranking with Top-1 Feedback. AISTATS (2015)
Ambuj Tewari, Sougata Chaudhuri
Generalization error bounds for learning to rank: Does the length of document lists matter? ICML (2015)
Sougata Chaudhuri, Ambuj Tewari
Perceptron like Algorithms for Online Learning to Rank. CoRR (2015)
Sougata Chaudhuri, Ambuj Tewari
Online Ranking with Top-1 Feedback. CoRR (2014)
Sougata Chaudhuri, Ambuj Tewari
Perceptron-like Algorithms and Generalization Bounds for Learning to Rank. CoRR (2014)