Sun, Chunlin

9 publications

ICML 2024 Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods Wenzhi Gao, Chunlin Sun, Chenyu Xue, Yinyu Ye

ICLR 2024 Learning to Make Adherence-Aware Advice Guanting Chen, Xiaocheng Li, Chunlin Sun, Hanzhao Wang

AISTATS 2024 When No-Rejection Learning Is Consistent for Regression with Rejection Xiaocheng Li, Shang Liu, Chunlin Sun, Hanzhao Wang

ICML 2023 Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming Chunlin Sun, Shang Liu, Xiaocheng Li

NeurIPS 2023 Predict-Then-Calibrate: A New Perspective of Robust Contextual LP Chunlin Sun, Linyu Liu, Xiaocheng Li

ICML 2023 Solving Linear Programs with Fast Online Learning Algorithms Wenzhi Gao, Dongdong Ge, Chunlin Sun, Yinyu Ye

NeurIPS 2022 Learning from Stochastically Revealed Preference John Birge, Xiaocheng Li, Chunlin Sun

ICML 2021 The Symmetry Between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks Xiaocheng Li, Chunlin Sun, Yinyu Ye

NeurIPS 2020 Simple and Fast Algorithm for Binary Integer and Online Linear Programming Xiaocheng Li, Chunlin Sun, Yinyu Ye