Chunlin Sun

According to our database, Chunlin Sun authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Decoupling Learning and Decision-Making: Breaking the O(√T) Barrier in Online Resource Allocation with First-Order Methods.

Wenzhi Gao, Chunlin Sun, Chenyu Xue, Dongdong Ge, Yinyu Ye

CoRR, 2024

Decoupling Learning and Decision-Making: Breaking the O(T) Barrier in Online Resource Allocation with First-Order Methods.

Wenzhi Gao, Chunlin Sun, Chenyu Xue, Yinyu Ye

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning to Make Adherence-aware Advice.

Guanting Chen, Xiaocheng Li, Chunlin Sun, Hanzhao Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

When No-Rejection Learning is Consistent for Regression with Rejection.

Xiaocheng Li, Shang Liu, Chunlin Sun, Hanzhao Wang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Simple and fast algorithm for binary integer and online linear programming.

Xiaocheng Li, Chunlin Sun, Yinyu Ye

Math. Program., July, 2023

When No-Rejection Learning is Optimal for Regression with Rejection.

Xiaocheng Li, Shang Liu, Chunlin Sun, Hanzhao Wang

CoRR, 2023

Predict-then-Calibrate: A New Perspective of Robust Contextual LP.

Chunlin Sun, Linyu Liu, Xiaocheng Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming.

Chunlin Sun, Shang Liu, Xiaocheng Li

Proceedings of the International Conference on Machine Learning, 2023

Solving Linear Programs with Fast Online Learning Algorithms.

Wenzhi Gao, Dongdong Ge, Chunlin Sun, Yinyu Ye

Proceedings of the International Conference on Machine Learning, 2023

2022

Learning from Stochastically Revealed Preference.

John R. Birge, Xiaocheng Li, Chunlin Sun

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

An Adaptive State Aggregation Algorithm for Markov Decision Processes.

Guanting Chen, Johann Demetrio Gaebler, Matt Peng, Chunlin Sun, Yinyu Ye

CoRR, 2021

Boosting Method in Approximately Solving Linear Programming with Fast Online Algorithm.

Wenzhi Gao, Chunlin Sun, Yuyang Ye, Yinyu Ye

CoRR, 2021

The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks.

Xiaocheng Li, Chunlin Sun, Yinyu Ye

Proceedings of the 38th International Conference on Machine Learning, 2021