Collaborative Learning with Limited Interaction: Tight Bounds for
Distributed Exploration in Multi-Armed Bandits

Collaborative Learning with Limited Interaction: Tight Bounds for Distributed Exploration in Multi-Armed Bandits

5 April 2019

Papers citing "Collaborative Learning with Limited Interaction: Tight Bounds for Distributed Exploration in Multi-Armed Bandits"

16 / 16 papers shown

Title
Near Optimal Best Arm Identification for Clustered Bandits Yash Nikhil Karamchandani Avishek Ghosh 33 0 0 15 May 2025
Optimal Streaming Algorithms for Multi-Armed Bandits Tianyuan Jin Keke Huang Jing Tang Xiaokui Xiao 46 13 0 23 Oct 2024
Batched Stochastic Bandit for Nondegenerate Functions Yu Liu Yunlu Shu Tianyu Wang 57 0 0 09 May 2024
Optimal Batched Best Arm Identification Tianyuan Jin Yu Yang Jing Tang Xiaokui Xiao Pan Xu 51 3 0 21 Oct 2023
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits Nikolai Karpov Qin Zhang 39 1 0 26 Jan 2023
Distributed Linear Bandits under Communication Constraints Sudeep Salgia Qing Zhao 48 7 0 04 Nov 2022
Federated Best Arm Identification with Heterogeneous Clients Zhirui Chen P. Karthik Vincent Y. F. Tan Yeow Meng Chee FedML 57 8 0 14 Oct 2022
Collaborative Algorithms for Online Personalized Mean Estimation Mahsa Asadi A. Bellet Odalric-Ambrym Maillard Marc Tommasi FedML 83 4 0 24 Aug 2022
Almost Cost-Free Communication in Federated Best Arm Identification Kota Srinivas Reddy P. Karthik Vincent Y. F. Tan FedML 49 11 0 19 Aug 2022
Parallel Best Arm Identification in Heterogeneous Environments Nikolai Karpov Qin Zhang 55 8 0 16 Jul 2022
Near-Optimal Collaborative Learning in Bandits Clémence Réda Sattar Vakili E. Kaufmann FedML 45 21 0 31 May 2022
Collaborative Pure Exploration in Kernel Bandit Yihan Du Wei Chen Yuko Kuroki Longbo Huang 53 10 0 29 Oct 2021
Online Learning for Cooperative Multi-Player Multi-Armed Bandits William Chang Mehdi Jafarnia-Jahromi Rahul Jain 31 7 0 07 Sep 2021
Cooperative Stochastic Multi-agent Multi-armed Bandits Robust to Adversarial Corruptions Junyan Liu Shuai Li Dapeng Li 28 6 0 08 Jun 2021
Linear Bandits with Limited Adaptivity and Learning Distributional Optimal Design Yufei Ruan Jiaqi Yang Yuanshuo Zhou OffRL 118 52 0 04 Jul 2020
Exploration with Limited Memory: Streaming Algorithms for Coin Tossing, Noisy Comparisons, and Multi-Armed Bandits Sepehr Assadi Chen Wang 45 17 0 09 Apr 2020