Sougata Chaudhuri

19 papers A* 2A 2Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Comprehensive Survey of LLM Alignment Techniques: RLHF, RLAIF, PPO, DPO and More.
CoRR
Zhichao Wang, Bin Bi, Shiva Kumar Pentyala, Kiran Ramnath, Sougata Chaudhuri, Shubham Mehrotra, Zixu James Zhu, Xiang-Bo Mao, Sitaram Asur, Na Claire Cheng
2024 J jnl
Rate, Explain and Cite (REC): Enhanced Explanation and Attribution in Automatic Evaluation by Large Language Models.
CoRR
Aliyah R. Hsu, James Zhu, Zhichao Wang, Bin Bi, Shubham Mehrotra, Shiva K. Pentyala, Katherine Tan, Xiang-Bo Mao, Roshanak Omrani, Sougata Chaudhuri, Regunathan Radhakrishnan, Sitaram Asur, Claire Na Cheng, Bin Yu
2018 — conf
Learning Large Scale Ordinal Ranking Model via Divide-and-Conquer Technique.
WWW (Companion Volume)
Lu Tang, Sougata Chaudhuri, Abraham Bagherjeiran, Ling Zhou
2017 — conf
Importance of Recommendation Policy Space in Addressing Click Sparsity in Personalized Advertisement Display.
MLDM
Sougata Chaudhuri, Georgios Theocharous, Mohammad Ghavamzadeh
2017 J jnl
Online Learning to Rank with Top-k Feedback.
J. Mach. Learn. Res.
Sougata Chaudhuri, Ambuj Tewari
2017 — conf
Ranking and Calibrating Click-Attributed Purchases in Performance Display Advertising.
ADKDD@KDD
Sougata Chaudhuri, Abraham Bagherjeiran, James Liu
2016 J jnl
Generalization error bounds for learning to rank: Does the length of document lists matter?
CoRR
Ambuj Tewari, Sougata Chaudhuri
2016 A* conf
Handling Class Imbalance in Link Prediction Using Learning to Rank Techniques.
AAAI
Bopeng Li, Sougata Chaudhuri, Ambuj Tewari
2016 A conf
Online Learning to Rank with Feedback at the Top.
AISTATS
Sougata Chaudhuri, Ambuj Tewari
2016 J jnl
Online Learning to Rank with Feedback at the Top.
CoRR
Sougata Chaudhuri, Ambuj Tewari
2016 J jnl
Online Learning to Rank with Top-k Feedback.
CoRR
Sougata Chaudhuri, Ambuj Tewari
2016 J jnl
Personalized Advertisement Recommendation: A Ranking Approach to Address the Ubiquitous Click Sparsity Problem.
CoRR
Sougata Chaudhuri, Georgios Theocharous, Mohammad Ghavamzadeh
2016 — conf
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games.
NIPS
Sougata Chaudhuri, Ambuj Tewari
2016 J jnl
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games.
CoRR
Sougata Chaudhuri, Ambuj Tewari
2015 A* conf
Generalization error bounds for learning to rank: Does the length of document lists matter?
ICML
Ambuj Tewari, Sougata Chaudhuri
2015 A conf
Online Ranking with Top-1 Feedback.
AISTATS
Sougata Chaudhuri, Ambuj Tewari
2015 J jnl
Perceptron like Algorithms for Online Learning to Rank.
CoRR
Sougata Chaudhuri, Ambuj Tewari
2014 J jnl
Online Ranking with Top-1 Feedback.
CoRR
Sougata Chaudhuri, Ambuj Tewari
2014 J jnl
Perceptron-like Algorithms and Generalization Bounds for Learning to Rank.
CoRR
Sougata Chaudhuri, Ambuj Tewari