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Combinatorial Sleeping Bandits with Fairness Constraints

15 January 2019

Papers citing "Combinatorial Sleeping Bandits with Fairness Constraints"

50 / 67 papers shown

Title
SDialog: A Python Toolkit for Synthetic Dialogue Generation and Analysis Sergio Burdisso Esaú Villatoro-Tello P. Motlícek 99 0 0 12 Jun 2025
Bandit Max-Min Fair Allocation Tsubasa Harada Shinji Ito Hanna Sumita 81 0 0 08 May 2025
Fairness Aware Reinforcement Learning via Proximal Policy Optimization Gabriele La Malfa Jie M. Zhang Michael Luck Elizabeth Black 147 0 0 06 Feb 2025
Improved Regret Bounds for Online Fair Division with Bandit Learning Benjamin G. Schiffer Shirley Zhang 76 2 0 13 Jan 2025
On the Low-Complexity of Fair Learning for Combinatorial Multi-Armed Bandit Xiaoyi Wu Bo Ji Bin Li FaML 128 0 0 01 Jan 2025
Stochastic Bandits for Egalitarian Assignment Eugene Lim Vincent Y. F. Tan Harold Soh 82 1 0 08 Oct 2024
A Green Multi-Attribute Client Selection for Over-The-Air Federated Learning: A Grey-Wolf-Optimizer Approach Maryam Ben Driss Essaid Sabir H. Elbiaze Abdoulaye Baniré Diallo M. Sadik 58 1 0 16 Sep 2024
Fair Best Arm Identification with Fixed Confidence Alessio Russo Filippo Vannella 95 0 0 30 Aug 2024
Resource Efficient Asynchronous Federated Learning for Digital Twin Empowered IoT Network Shunfeng Chu Jun Li Jianxin Wang Yiyang Ni Kang Wei Wen Chen Shi Jin 97 0 0 26 Aug 2024
Merit-based Fair Combinatorial Semi-Bandit with Unrestricted Feedback Delays Ziqun Chen Kechao Cai Zhuoyue Chen Jinbei Zhang John C. S. Lui FaML 110 0 0 22 Jul 2024
Honor Among Bandits: No-Regret Learning for Online Fair Division Ariel D. Procaccia Benjamin Schiffer Shirley Zhang FaML 69 4 0 01 Jul 2024
Fair Online Bilateral Trade François Bachoc Nicolò Cesa-Bianchi Tommaso Cesari Roberto Colomboni 73 3 0 22 May 2024
Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks Shu-Fan Wang Guojun Xiong Shichen Zhang Huacheng Zeng Jian Li Shivendra Panwar 48 0 0 25 Apr 2024
Fairness of Exposure in Online Restless Multi-armed Bandits Archit Sood Shweta Jain Sujit Gujar 59 2 0 09 Feb 2024
Simultaneously Achieving Group Exposure Fairness and Within-Group Meritocracy in Stochastic Bandits Subham Pokhriyal Shweta Jain Ganesh Ghalme Swapnil Dhamal Sujit Gujar 45 1 0 08 Feb 2024
$α$ -Fair Contextual Bandits Siddhant Chaudhary Abhishek Sinha FaML 64 0 0 22 Oct 2023
BanditQ: Fair Bandits with Guaranteed Rewards Abhishek Sinha FaML 63 4 0 11 Apr 2023
Energy Regularized RNNs for Solving Non-Stationary Bandit Problems Michael Rotman Lior Wolf 53 1 0 12 Mar 2023
No-regret Algorithms for Fair Resource Allocation Abhishek Sinha Ativ Joshi Rajarshi Bhattacharjee Cameron Musco Mohammad Hajiesmaili FaML 68 8 0 11 Mar 2023
Improving Fairness in Adaptive Social Exergames via Shapley Bandits Robert C. Gray Jennifer Villareale T. Fox Diane H Dallal Santiago Ontañón D. Arigo S. Jabbari Jichen Zhu 55 4 0 18 Feb 2023
Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities Samer B. Nashed Justin Svegliato Su Lin Blodgett FaML 58 6 0 13 Jan 2023
Online Learning for Adaptive Probing and Scheduling in Dense WLANs Tianyi Xu Ding Zhang Zizhan Zheng 25 3 0 27 Dec 2022
Decentralized Stochastic Multi-Player Multi-Armed Walking Bandits Guojun Xiong Jiaqiang Li 87 1 0 12 Dec 2022
On Penalization in Stochastic Multi-armed Bandits Guanhua Fang P. Li G. Samorodnitsky FaML 45 1 0 15 Nov 2022
Learning While Scheduling in Multi-Server Systems with Unknown Statistics: MaxWeight with Discounted UCB Zixi Yang R. Srikant Lei Ying 41 9 0 02 Sep 2022
Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits Vishakha Patil V. Nair Ganesh Ghalme Arindam Khan 73 4 0 19 Aug 2022
Towards Soft Fairness in Restless Multi-Armed Bandits Dexun Li Pradeep Varakantham 47 5 0 27 Jul 2022
Efficient Resource Allocation with Fairness Constraints in Restless Multi-Armed Bandits Dexun Li Pradeep Varakantham 74 9 0 08 Jun 2022
Group Meritocratic Fairness in Linear Contextual Bandits Riccardo Grazzi A. Akhavan Johannes Falk Leonardo Cella Massimiliano Pontil FaML 62 9 0 07 Jun 2022
Survey on Fair Reinforcement Learning: Theory and Practice Pratik Gajane A. Saxena M. Tavakol George Fletcher Mykola Pechenizkiy FaML OffRL 99 15 0 20 May 2022
Ranked Prioritization of Groups in Combinatorial Bandit Allocation Lily Xu Arpita Biswas Fei Fang Milind Tambe 67 3 0 11 May 2022
On Kernelized Multi-Armed Bandits with Constraints Xingyu Zhou Bo Ji 69 30 0 29 Mar 2022
Socially-Optimal Mechanism Design for Incentivized Online Learning Zhiyuan Wang Lin Gao Jianwei Huang 48 11 0 29 Dec 2021
Decentralized Task Offloading in Edge Computing: A Multi-User Multi-Armed Bandit Approach Xiong Wang Jiancheng Ye John C. S. Lui 8 64 0 22 Dec 2021
Identifying Best Fair Intervention Ruijiang Gao Han Feng FaML 24 0 0 08 Nov 2021
Fairer LP-based Online Allocation via Analytic Center Guanting Chen Xiaocheng Li Yinyu Ye FaML 116 8 0 27 Oct 2021
Contextual Combinatorial Bandits with Changing Action Sets via Gaussian Processes Andi Nika Sepehr Elahi Cem Tekin 116 2 0 05 Oct 2021
Recommendation Fairness: From Static to Dynamic De-Fu Zhang Jun Wang OffRL 72 15 0 05 Sep 2021
Joint AP Probing and Scheduling: A Contextual Bandit Approach Tianyi Xu Ding Zhang Parth H. Pathak Zizhan Zheng 21 2 0 06 Aug 2021
Federated Learning with Fair Worker Selection: A Multi-Round Submodular Maximization Approach Fengjiao Li Jia Liu Bo Ji FedML 44 4 0 25 Jul 2021
Low-Latency Federated Learning over Wireless Channels with Differential Privacy Kang Wei Jun Li Chuan Ma Ming Ding Cailian Chen Shi Jin Zhu Han H. Vincent Poor FedML 102 74 0 20 Jun 2021
Planning to Fairly Allocate: Probabilistic Fairness in the Restless Bandit Setting Christine Herlihy Aviva Prins A. Srinivasan John P. Dickerson 68 15 0 14 Jun 2021
Sleeping Combinatorial Bandits Kumar Abhishek Ganesh Ghalme Sujit Gujar Y. Narahari 26 0 0 03 Jun 2021
Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual Instability Pegah Nokhiz Aravinda Kanchana Ruwanpathirana Neal Patwari Suresh Venkatasubramanian 123 8 0 24 Apr 2021
Fairness of Exposure in Stochastic Bandits Lequn Wang Yiwei Bai Wen Sun Thorsten Joachims FaML 81 50 0 03 Mar 2021
Long-Term Resource Allocation Fairness in Average Markov Decision Process (AMDP) Environment Ganesh Ghalme V. Nair Vishakha Patil Yilun Zhou 76 5 0 14 Feb 2021
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints Xin Liu Bin Li P. Shi Lei Ying 52 48 0 10 Feb 2021
DEAL: Decremental Energy-Aware Learning in a Federated System Wenting Zou Li Li Zichen Xu Chengzhong Xu FedML 30 0 0 05 Feb 2021
Efficient Learning-based Scheduling for Information Freshness in Wireless Networks Bin Li 32 22 0 01 Jan 2021
A Regret bound for Non-stationary Multi-Armed Bandits with Fairness Constraints Ranga Shaarad Ayyagari Ambedkar Dukkipati FaML 21 1 0 24 Dec 2020