Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Adversarial Dueling Bandits

Oct 27, 2020
Aadirupa Saha, Tomer Koren, Yishay Mansour

* 26 pages 

  Access Paper or Ask Questions

Improved Sleeping Bandits with Stochastic Actions Sets and Adversarial Rewards

Apr 14, 2020
Aadirupa Saha, Pierre Gaillard, Michael Valko

* 28 pages, 11 figues 

  Access Paper or Ask Questions

Regret Minimization in Stochastic Contextual Dueling Bandits

Feb 20, 2020
Aadirupa Saha, Aditya Gopalan

* 28 pages, 11 figures 

  Access Paper or Ask Questions

Best-item Learning in Random Utility Models with Subset Choices

Feb 19, 2020
Aadirupa Saha, Aditya Gopalan

* Accepted to 23rd International Conference on Artificial Intelligence and Statistics (AISTATS), 2020 

  Access Paper or Ask Questions

From PAC to Instance-Optimal Sample Complexity in the Plackett-Luce Model

Mar 01, 2019
Aadirupa Saha, Aditya Gopalan

* 52 pages, 17 figures 

  Access Paper or Ask Questions

Regret Minimisation in Multinomial Logit Bandits

Mar 01, 2019
Aadirupa Saha, Aditya Gopalan

* 47 pages, 6 fgures 

  Access Paper or Ask Questions

How Many Pairwise Preferences Do We Need to Rank A Graph Consistently?

Nov 06, 2018
Aadirupa Saha, Rakesh Shivanna, Chiranjib Bhattacharyya

* To appear in Thirty-Third AAAI Conference on Artificial Intelligence, 2019 

  Access Paper or Ask Questions

Active Ranking with Subset-wise Preferences

Oct 23, 2018
Aadirupa Saha, Aditya Gopalan

* 44 pages. arXiv admin note: text overlap with arXiv:1808.04008 

  Access Paper or Ask Questions

PAC Battling Bandits in the Plackett-Luce Model

Oct 05, 2018
Aadirupa Saha, Aditya Gopalan

* 41 pages 

  Access Paper or Ask Questions

Ranking with Features: Algorithm and A Graph Theoretic Analysis

Aug 11, 2018
Aadirupa Saha, Arun Rajkumar

* 31 pages 

  Access Paper or Ask Questions

Online Learning for Structured Loss Spaces

Nov 12, 2017
Siddharth Barman, Aditya Gopalan, Aadirupa Saha

* 24 pages 

  Access Paper or Ask Questions