Bingshan Hu
5 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (6) πΊοΈ Taxonomy Completionist (12) π Cross-Pollinator (12)
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Interdisciplinary Bridge
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Conference Pioneer
Conferences
UAI (3)
COLT (1)
ICML (1)
Top co-authors
Keywords
regret bound
(4)
thompson sampling
(3)
multi-armed bandit
(2)
stochastic bandit
(2)
differential privacy
(2)
model-based reinforcement learning
(1)
ucb algorithm
(1)
optimistic exploration
(1)
episodic reinforcement learning
(1)
feedback graph
(1)
stochastic optimization
(1)
online learning
(1)
bayesian inference
(1)
markov decision process
(1)
Papers
Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret
ICML 2025
Open Problem: Optimal Rates for Stochastic Decision-Theoretic Online Learning Under Differentially Privacy
COLT 2024
Optimistic Thompson Sampling-based algorithms for episodic reinforcement learning
UAI 2023
Near-optimal Thompson sampling-based algorithms for differentially private stochastic bandits
UAI 2022
Problem-dependent Regret Bounds for Online Learning with Feedback Graphs
UAI 2019