Achieving Fairness in the Stochastic Multi-armed Bandit Problem

23 July 2019

Papers citing "Achieving Fairness in the Stochastic Multi-armed Bandit Problem"

31 / 31 papers shown

Title
Bandit Max-Min Fair Allocation Tsubasa Harada Shinji Ito Hanna Sumita 56 0 0 08 May 2025
Multi-agent Multi-armed Bandits with Minimum Reward Guarantee Fairness Piyushi Manupriya Himanshu S. Jagarlapudi Ganesh Ghalme FaML 59 0 0 24 Feb 2025
Fairness Aware Reinforcement Learning via Proximal Policy Optimization Gabriele La Malfa Jie M. Zhang Michael Luck Elizabeth Black 77 0 0 06 Feb 2025
Improved Regret Bounds for Online Fair Division with Bandit Learning Benjamin G. Schiffer Shirley Zhang 52 0 0 13 Jan 2025
On the Low-Complexity of Fair Learning for Combinatorial Multi-Armed Bandit Xiaoyi Wu Bo Ji Bin Li FaML 59 0 0 01 Jan 2025
Long-Term Fairness in Sequential Multi-Agent Selection with Positive Reinforcement Bhagyashree Puranik Ozgur Guldogan Upamanyu Madhow Ramtin Pedarsani 45 0 0 10 Jul 2024
Honor Among Bandits: No-Regret Learning for Online Fair Division Ariel D. Procaccia Benjamin Schiffer Shirley Zhang FaML 34 2 0 01 Jul 2024
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges Usman Gohar Zeyu Tang Jialu Wang Kun Zhang Peter Spirtes Yang Liu Lu Cheng FaML 73 3 0 10 Jun 2024
Fairness in Reinforcement Learning: A Survey Anka Reuel Devin Ma OffRL FaML 51 4 0 11 May 2024
$α$ -Fair Contextual Bandits Siddhant Chaudhary Abhishek Sinha FaML 48 0 0 22 Oct 2023
No-regret Algorithms for Fair Resource Allocation Abhishek Sinha Ativ Joshi Rajarshi Bhattacharjee Cameron Musco Mohammad Hajiesmaili FaML 45 5 0 11 Mar 2023
Learning with Exposure Constraints in Recommendation Systems Omer Ben-Porat Rotem Torkan 29 12 0 02 Feb 2023
Pragmatic Fairness: Developing Policies with Outcome Disparity Control Limor Gultchin Siyuan Guo Alan Malek Silvia Chiappa R. Silva 31 1 0 28 Jan 2023
RISE: Robust Individualized Decision Learning with Sensitive Variables Xiaoqing Ellen Tan Zhengling Qi C. Seymour Lu Tang OffRL 26 8 0 12 Nov 2022
Towards Algorithmic Fairness in Space-Time: Filling in Black Holes Cheryl J. Flynn Aritra Guha S. Majumdar D. Srivastava Zhen-Xiong Zhou 27 0 0 08 Nov 2022
Socially Fair Reinforcement Learning Debmalya Mandal Jiarui Gan OffRL 30 13 0 26 Aug 2022
Group Meritocratic Fairness in Linear Contextual Bandits Riccardo Grazzi A. Akhavan Johannes Falk Leonardo Cella Massimiliano Pontil FaML 32 1 0 07 Jun 2022
Uncertainty Quantification for Fairness in Two-Stage Recommender Systems Lequn Wang Thorsten Joachims 30 22 0 30 May 2022
Survey on Fair Reinforcement Learning: Theory and Practice Pratik Gajane A. Saxena M. Tavakol George Fletcher Mykola Pechenizkiy FaML OffRL 49 13 0 20 May 2022
Modeling Attrition in Recommender Systems with Departing Bandits Omer Ben-Porat Lee Cohen Liu Leqi Zachary Chase Lipton Yishay Mansour 21 11 0 25 Mar 2022
Fairer LP-based Online Allocation via Analytic Center Guanting Chen Xiaocheng Li Yinyu Ye FaML 23 8 0 27 Oct 2021
Adaptive Data Debiasing through Bounded Exploration Yifan Yang Yang Liu Parinaz Naghizadeh FaML 32 7 0 25 Oct 2021
Fairness-Aware Online Meta-learning Chengli Zhao Feng Chen B. Thuraisingham FaML 42 34 0 21 Aug 2021
Bandit Algorithms for Precision Medicine Yangyi Lu Ziping Xu Ambuj Tewari 68 11 0 10 Aug 2021
Fairness in Ranking under Uncertainty Ashudeep Singh David Kempe Thorsten Joachims 38 49 0 14 Jul 2021
Fair Exploration via Axiomatic Bargaining Jackie Baek Vivek F. Farias FaML 18 28 0 04 Jun 2021
Fairness of Exposure in Stochastic Bandits Lequn Wang Yiwei Bai Wen Sun Thorsten Joachims FaML 29 49 0 03 Mar 2021
Efficient Learning-based Scheduling for Information Freshness in Wireless Networks Bin Li 20 22 0 01 Jan 2021
Achieving User-Side Fairness in Contextual Bandits Wen Huang Kevin Labille Xintao Wu Dongwon Lee Neil T. Heffernan FaML 87 18 0 22 Oct 2020
Fairness in Learning-Based Sequential Decision Algorithms: A Survey Xueru Zhang M. Liu FaML 48 51 0 14 Jan 2020
Combinatorial Sleeping Bandits with Fairness Constraints Fengjiao Li Jia-Wei Liu Bo Ji 30 159 0 15 Jan 2019