Don Towsley
8 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (9) π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
β
The Questioner
(2)
π
Trend Setter
Conferences
AISTATS (2)
NIPS (2)
AAAI (1)
COLT (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
cooperative learning
(3)
multi-armed bandit
(3)
regret bound
(3)
asynchronous agent
(2)
diffusion process
(1)
graph inference
(1)
distributed training
(1)
query complexity
(1)
best arm identification
(1)
random graph
(1)
phase transition
(1)
quantum algorithm
(1)
node classification
(1)
communication topology
(1)
gradient method
(1)
on-demand communication
(1)
multi-agent bandit
(1)
graph-structured datum
(1)
sparse graph
(1)
limited feedback
(1)
Papers
Quantum Best Arm Identification with Quantum Oracles
AAAI 2025
Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits?
UAI 2023
On-Demand Communication for Asynchronous Multi-Agent Bandits
AISTATS 2023
Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits
ICLR 2023
Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback
NIPS 2021
Decentralized gradient methods: does topology matter?
AISTATS 2020
Planting trees in graphs, and finding them back
COLT 2019
Diffusion-Convolutional Neural Networks
NIPS 2016