Distributed Clustering of Linear Bandits in Peer to Peer Networks

26 April 2016

Shuai Li

Papers citing "Distributed Clustering of Linear Bandits in Peer to Peer Networks"

33 / 33 papers shown

Title
Near Optimal Best Arm Identification for Clustered Bandits Yash Nikhil Karamchandani Avishek Ghosh 28 0 0 15 May 2025
Communication Bounds for the Distributed Experts Problem Zhihao Jia Qi Pang Trung Tran David Woodruff Zhihao Zhang Wenting Zheng 68 0 0 06 Jan 2025
Towards Domain Adaptive Neural Contextual Bandits Ziyan Wang Hao Wang Hao Wang 52 0 0 13 Jun 2024
Distributed Multi-Task Learning for Stochastic Bandits with Context Distribution and Stage-wise Constraints Jiabin Lin Shana Moothedath 53 1 0 21 Jan 2024
Online Network Source Optimization with Graph-Kernel MAB Laura Toni P. Frossard 34 1 0 07 Jul 2023
Cooperative Thresholded Lasso for Sparse Linear Bandit Haniyeh Barghi Xiaotong Cheng S. Maghsudi 39 0 0 30 May 2023
Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits Ronshee Chawla Daniel Vial Sanjay Shakkottai R. Srikant 35 4 0 30 May 2023
Demystifying Advertising Campaign Bid Recommendation: A Constraint target CPA Goal Optimization Deguang Kong K. Shmakov Jian Yang 26 0 0 26 Dec 2022
Decision Market Based Learning For Multi-agent Contextual Bandit Problems Wenlong Wang T. Pfeiffer 33 1 0 01 Dec 2022
Distributed Linear Bandits under Communication Constraints Sudeep Salgia Qing Zhao 48 7 0 04 Nov 2022
Anonymous Bandits for Multi-User Systems Hossein Esfandiari Vahab Mirrokni Jon Schneider PICV 26 0 0 21 Oct 2022
Federated Online Clustering of Bandits Xutong Liu Haoruo Zhao Tong Yu Shuai Li John C. S. Lui FedML 41 14 0 31 Aug 2022
Collaborative Learning in Kernel-based Bandits for Distributed Users Sudeep Salgia Sattar Vakili Qing Zhao FedML 44 6 0 16 Jul 2022
A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits Jiafan He Tianhao Wang Yifei Min Quanquan Gu FedML 45 32 0 07 Jul 2022
Private and Byzantine-Proof Cooperative Decision-Making Abhimanyu Dubey Alex Pentland 19 24 0 27 May 2022
Collaborative Multi-agent Stochastic Linear Bandits Ahmadreza Moradipari Mohammad Ghavamzadeh M. Alizadeh 21 6 0 12 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
Communication Efficient Federated Learning for Generalized Linear Bandits Chuanhao Li Hongning Wang FedML 33 13 0 02 Feb 2022
Neural Collaborative Filtering Bandits via Meta Learning Yikun Ban Yunzhe Qi Tianxin Wei Jingrui He OffRL 39 9 0 31 Jan 2022
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework Ziyi Huang Henry Lam A. Meisami Haofeng Zhang 41 4 0 31 Jan 2022
Collaborative Pure Exploration in Kernel Bandit Yihan Du Wei Chen Yuko Kuroki Longbo Huang 45 10 0 29 Oct 2021
Online Learning for Cooperative Multi-Player Multi-Armed Bandits William Chang Mehdi Jafarnia-Jahromi Rahul Jain 26 7 0 07 Sep 2021
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 152 83 0 24 Oct 2020
Differentially-Private Federated Linear Bandits Abhimanyu Dubey Alex Pentland FedML 32 115 0 22 Oct 2020
Robust Multi-Agent Multi-Armed Bandits Daniel Vial Sanjay Shakkottai R. Srikant 21 36 0 07 Jul 2020
Categorized Bandits Matthieu Jedor Jonathan Louëdec Vianney Perchet 25 11 0 04 May 2020
Optimal Exploitation of Clustering and History Information in Multi-Armed Bandit Djallel Bouneffouf Srinivasan Parthasarathy Horst Samulowitz Martin Wistuba 24 29 0 31 May 2019
Improved Algorithm on Online Clustering of Bandits Shuai Li Wei Chen Shuai Li K. Leung 19 68 0 25 Feb 2019
Simple Regret Minimization for Contextual Bandits A. Deshmukh Srinagesh Sharma J. Cutler M. Moldwin Clayton Scott 20 24 0 17 Oct 2018
Horde of Bandits using Gaussian Markov Random Fields Sharan Vaswani Mark Schmidt L. Lakshmanan 26 14 0 07 Mar 2017
On Context-Dependent Clustering of Bandits Claudio Gentile Shuai Li Purushottam Kar Alexandros Karatzoglou Evans Etrue Giovanni Zappella 15 138 0 06 Aug 2016
Multi-fidelity Gaussian Process Bandit Optimisation Kirthevasan Kandasamy Gautam Dasarathy Junier B. Oliva J. Schneider Barnabás Póczós 16 76 0 20 Mar 2016
Context-Aware Bandits Shuai Li Purushottam Kar 41 13 0 12 Oct 2015