Thomas Chun Man Lee
5 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
regret bound
(3)
online algorithm
(2)
contextual bandit
(2)
regret minimization
(1)
exploration-exploitation tradeoff
(1)
sequential decision
(1)
low-rank matrices
(1)
hyperparameter tuning
(1)
projection-free optimization
(1)
adversarial corruption
(1)
heavy-tailed distribution
(1)
stochastic bandit
(1)
frank-wolfe algorithm
(1)
high probability bound
(1)
heavy-tailed reward
(1)
lipshitz bandit
(1)
matrix bandit
(1)
low-rank matrix bandit
(1)
stochastic optimization
(1)
dynamic exploration
(1)
Papers
Low-rank Matrix Bandits with Heavy-tailed Rewards
UAI 2024
Robust Lipschitz Bandits to Adversarial Corruptions
NeurIPS 2023
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems
NeurIPS 2022
High-probability bounds for robust stochastic Frank-Wolfe algorithm
UAI 2022
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
NeurIPS 2022