Ilbin Lee

According to our database, Ilbin Lee authored at least 8 papers between 2014 and 2022.

Collaborative distances:

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

2022

Parallel subgradient algorithm with block dual decomposition for large-scale optimization.

Yuchen Zheng, Yujia Xie, Ilbin Lee, Amin Dehghanian, Nicoleta Serban

Eur. J. Oper. Res., 2022

Global sensitivity analysis via a statistical tolerance approach.

Stewart Curry, Ilbin Lee, Simin Ma, Nicoleta Serban

Eur. J. Oper. Res., 2022

The Curse of Passive Data Collection in Batch Reinforcement Learning.

Chenjun Xiao, Ilbin Lee, Bo Dai, Dale Schuurmans, Csaba Szepesvári

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

On the Sample Complexity of Batch Reinforcement Learning with Policy-Induced Data.

Chenjun Xiao, Ilbin Lee, Bo Dai, Dale Schuurmans, Csaba Szepesvári

CoRR, 2021

2019

Solving Large Batches of Linear Programs.

Ilbin Lee, Stewart Curry, Nicoleta Serban

INFORMS J. Comput., 2019

2018

Regularized optimization with spatial coupling for robust decision making.

Yuchen Zheng, Ilbin Lee, Nicoleta Serban

Eur. J. Oper. Res., 2018

2017

Simplex Algorithm for Countable-State Discounted Markov Decision Processes.

Ilbin Lee, Marina A. Epelman, H. Edwin Romeijn, Robert L. Smith

Oper. Res., 2017

2014

Extreme point characterization of constrained nonstationary infinite-horizon Markov decision processes with finite state space.

Ilbin Lee, Marina A. Epelman, H. Edwin Romeijn, Robert L. Smith

Oper. Res. Lett., 2014