Thomas Chun Man Lee
5 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(14)
Conferences
NIPS (3)
UAI (2)
Top co-authors
Keywords
online algorithm
(2)
contextual bandit
(2)
regret bound
(2)
regret minimization
(1)
sequential decision
(1)
low-rank matrices
(1)
hyperparameter tuning
(1)
projection-free optimization
(1)
adversarial corruption
(1)
heavy-tailed distribution
(1)
frank-wolfe algorithm
(1)
exploration-exploitation trade-off
(1)
lipshitz bandit
(1)
high-probability bound
(1)
stochastic optimization
(1)
matrix bandit
(1)
robust optimization
(1)
robust statistics
(1)
Papers
Low-rank Matrix Bandits with Heavy-tailed Rewards
UAI 2024
Robust Lipschitz Bandits to Adversarial Corruptions
NIPS 2023
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
NIPS 2022
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems
NIPS 2022
High-probability bounds for robust stochastic Frank-Wolfe algorithm
UAI 2022