Adversarial Dueling Bandits

27 October 2020

Papers citing "Adversarial Dueling Bandits"

16 / 16 papers shown

Title
Biased Dueling Bandits with Stochastic Delayed Feedback Bongsoo Yi Yue Kang Yao Li 151 1 0 26 Aug 2024
Multi-Player Approaches for Dueling Bandits Or Raveh Junya Honda Masashi Sugiyama 201 1 0 25 May 2024
Nearly Optimal Algorithms for Contextual Dueling Bandits from Adversarial Feedback Qiwei Di Jiafan He Quanquan Gu 157 1 0 16 Apr 2024
Feel-Good Thompson Sampling for Contextual Dueling Bandits Xuheng Li Heyang Zhao Quanquan Gu 135 15 0 09 Apr 2024
Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources Rohan Deb Aadirupa Saha 104 0 0 28 Dec 2023
Variance-Aware Regret Bounds for Stochastic Contextual Dueling Bandits Qiwei Di Tao Jin Yue Wu Heyang Zhao Farzad Farnoud Quanquan Gu 118 15 0 02 Oct 2023
When Can We Track Significant Preference Shifts in Dueling Bandits? Joe Suk Arpit Agarwal 150 5 0 13 Feb 2023
One Arrow, Two Kills: An Unified Framework for Achieving Optimal Regret Guarantees in Sleeping Bandits Pierre Gaillard Aadirupa Saha Soham Dan 95 3 0 26 Oct 2022
ANACONDA: An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary Dueling Bandits Thomas Kleine Buening Aadirupa Saha 98 8 0 25 Oct 2022
Dueling Convex Optimization with General Preferences Aadirupa Saha Tomer Koren Yishay Mansour 82 3 0 27 Sep 2022
Active Learning with Label Comparisons G. Yona Shay Moran G. Elidan Amir Globerson 108 6 0 10 Apr 2022
Versatile Dueling Bandits: Best-of-both-World Analyses for Online Learning from Preferences Aadirupa Saha Pierre Gaillard 109 7 0 14 Feb 2022
Non-Stationary Dueling Bandits Patrick Kolpaczki Viktor Bengs Eyke Hüllermeier 103 7 0 02 Feb 2022
Learning to Identify Top Elo Ratings: A Dueling Bandits Approach Xueqiang Yan Yali Du Binxin Ru Jun Wang Haifeng Zhang Xu Chen 113 7 0 12 Jan 2022
Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability Aadirupa Saha A. Krishnamurthy 143 40 0 24 Nov 2021
Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits Aadirupa Saha Shubham Gupta 106 11 0 06 Nov 2021