Towsley, Don

9 publications

AAAI 2025 Quantum Best Arm Identification with Quantum Oracles Xuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade, Jonathan Allcock, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley

ICLR 2023 Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C.S. Lui

UAI 2023 Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-Agent Bandits? Xuchuang Wang, Lin Yang, Yu-zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C.S. Lui

AISTATS 2023 On-Demand Communication for Asynchronous Multi-Agent Bandits Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang, Xutong Liu, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley

NeurIPS 2021 Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback Lin Yang, Yu-Zhen Janice Chen, Stephen Pasteris, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley

AISTATS 2020 Decentralized Gradient Methods: Does Topology Matter? Giovanni Neglia, Chuan Xu, Don Towsley, Gianmarco Calbi

NeurIPSW 2020 Matching Through Embedding in Dense Graphs Nitish K Panigrahy, Prithwish Basu, Don Towsley

COLT 2019 Planting Trees in Graphs, and Finding Them Back Laurent Massoulié, Ludovic Stephan, Don Towsley

NeurIPS 2016 Diffusion-Convolutional Neural Networks James Atwood, Don Towsley