Sougata Chaudhuri

According to our database, Sougata Chaudhuri authored at least 13 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Comprehensive Survey of LLM Alignment Techniques: RLHF, RLAIF, PPO, DPO and More.

Zhichao Wang, Bin Bi, Shiva Kumar Pentyala, Kiran Ramnath, Sougata Chaudhuri, Shubham Mehrotra, Zixu James Zhu, Xiang-Bo Mao, Sitaram Asur, Na Claire Cheng

CoRR, 2024

2018

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

Lu Tang, Sougata Chaudhuri, Abraham Bagherjeiran, Ling Zhou

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

2017

Online Learning to Rank with Top-k Feedback.

Sougata Chaudhuri, Ambuj Tewari

J. Mach. Learn. Res., 2017

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

Sougata Chaudhuri, Georgios Theocharous, Mohammad Ghavamzadeh

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2017

Ranking and Calibrating Click-Attributed Purchases in Performance Display Advertising.

Sougata Chaudhuri, Abraham Bagherjeiran, James Liu

Proceedings of the ADKDD'17, Halifax, NS, Canada, August 13 - 17, 2017, 2017

2016

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

Sougata Chaudhuri, Georgios Theocharous, Mohammad Ghavamzadeh

CoRR, 2016

Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games.

Sougata Chaudhuri, Ambuj Tewari

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Online Learning to Rank with Feedback at the Top.

Sougata Chaudhuri, Ambuj Tewari

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

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

Bopeng Li, Sougata Chaudhuri, Ambuj Tewari

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Perceptron like Algorithms for Online Learning to Rank.

Sougata Chaudhuri, Ambuj Tewari

CoRR, 2015

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

Ambuj Tewari, Sougata Chaudhuri

Proceedings of the 32nd International Conference on Machine Learning, 2015

Online Ranking with Top-1 Feedback.

Sougata Chaudhuri, Ambuj Tewari

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

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

Sougata Chaudhuri, Ambuj Tewari

CoRR, 2014