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2020 – today
- 2024
[i9]Zhichao Wang, Bin Bi, Shiva Kumar Pentyala, Kiran Ramnath, Sougata Chaudhuri, Shubham Mehrotra, Zixu James Zhu, Xiang-Bo Mao, Sitaram Asur, Na Claire Cheng:
A Comprehensive Survey of LLM Alignment Techniques: RLHF, RLAIF, PPO, DPO and More. CoRR abs/2407.16216 (2024)
2010 – 2019
- 2018
- [c8]Lu Tang, Sougata Chaudhuri, Abraham Bagherjeiran, Ling Zhou:
Learning Large Scale Ordinal Ranking Model via Divide-and-Conquer Technique. WWW (Companion Volume) 2018: 1901-1909 - 2017
- [j1]Sougata Chaudhuri, Ambuj Tewari:
Online Learning to Rank with Top-k Feedback. J. Mach. Learn. Res. 18: 103:1-103:50 (2017) - [c7]Sougata Chaudhuri, Abraham Bagherjeiran, James Liu:
Ranking and Calibrating Click-Attributed Purchases in Performance Display Advertising. ADKDD@KDD 2017: 7:1-7:6 - [c6]Sougata Chaudhuri, Georgios Theocharous, Mohammad Ghavamzadeh:
Importance of Recommendation Policy Space in Addressing Click Sparsity in Personalized Advertisement Display. MLDM 2017: 32-46 - 2016
- [c5]Bopeng Li, Sougata Chaudhuri, Ambuj Tewari:
Handling Class Imbalance in Link Prediction Using Learning to Rank Techniques. AAAI 2016: 4226-4227 - [c4]Sougata Chaudhuri, Ambuj Tewari:
Online Learning to Rank with Feedback at the Top. AISTATS 2016: 277-285 - [c3]Sougata Chaudhuri, Ambuj Tewari:
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games. NIPS 2016: 2433-2441 - [i8]Sougata Chaudhuri, Ambuj Tewari:
Online Learning to Rank with Feedback at the Top. CoRR abs/1603.01855 (2016) - [i7]Ambuj Tewari, Sougata Chaudhuri:
Generalization error bounds for learning to rank: Does the length of document lists matter? CoRR abs/1603.01860 (2016) - [i6]Sougata Chaudhuri, Georgios Theocharous, Mohammad Ghavamzadeh:
Personalized Advertisement Recommendation: A Ranking Approach to Address the Ubiquitous Click Sparsity Problem. CoRR abs/1603.01870 (2016) - [i5]Sougata Chaudhuri, Ambuj Tewari:
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games. CoRR abs/1608.06403 (2016) - [i4]Sougata Chaudhuri, Ambuj Tewari:
Online Learning to Rank with Top-k Feedback. CoRR abs/1608.06408 (2016) - 2015
- [c2]Sougata Chaudhuri, Ambuj Tewari:
Online Ranking with Top-1 Feedback. AISTATS 2015 - [c1]Ambuj Tewari, Sougata Chaudhuri:
Generalization error bounds for learning to rank: Does the length of document lists matter? ICML 2015: 315-323 - [i3]Sougata Chaudhuri, Ambuj Tewari:
Perceptron like Algorithms for Online Learning to Rank. CoRR abs/1508.00842 (2015) - 2014
- [i2]Sougata Chaudhuri, Ambuj Tewari:
Perceptron-like Algorithms and Generalization Bounds for Learning to Rank. CoRR abs/1405.0591 (2014) - [i1]Sougata Chaudhuri, Ambuj Tewari:
Online Ranking with Top-1 Feedback. CoRR abs/1410.1103 (2014)
Coauthor Index
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