Tan, Kevin

8 publications

ICML 2025 Actor-Critics Can Achieve Optimal Sample Efficiency Kevin Tan, Wei Fan, Yuting Wei

ICML 2025 Leveraging Offline Data in Linear Latent Contextual Bandits Chinmaya Kausik, Kevin Tan, Ambuj Tewari

NeurIPS 2025 Statistical Inference for Gradient Boosting Regression Haimo Fang, Kevin Tan, Giles Hooker

NeurIPS 2024 Distributed Least Squares in Small Space via Sketching and Bias Reduction Sachin Garg, Kevin Tan, Michał Dereziński

NeurIPS 2024 Hybrid Reinforcement Learning Breaks Sample Size Barriers in Linear MDPs Kevin Tan, Wei Fan, Yuting Wei

AISTATS 2024 Offline Policy Evaluation and Optimization Under Confounding Chinmaya Kausik, Yangyi Lu, Kevin Tan, Maggie Makar, Yixin Wang, Ambuj Tewari

ICML 2023 Learning Mixtures of Markov Chains and MDPs Chinmaya Kausik, Kevin Tan, Ambuj Tewari

ECCVW 2014 Micro-Facial Movements: An Investigation on Spatio-Temporal Descriptors Adrian K. Davison, Moi Hoon Yap, Nicholas Costen, Kevin Tan, Cliff Lansley, Daniel Leightley