Bolong Cheng

According to our database, Bolong Cheng authored at least 9 papers between 2013 and 2023.

Collaborative distances:

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

2023

SigOpt Mulch: An intelligent system for AutoML of gradient boosted trees.

Aleksei G. Sorokin, Xinran Zhu, Eric Hans Lee, Bolong Cheng

Knowl. Based Syst., 2023

2022

Bridging Offline and Online Experimentation: Constraint Active Search for Deployed Performance Optimization.

Junpei Komiyama, Gustavo Malkomes, Bolong Cheng, Michael McCourt

Trans. Mach. Learn. Res., 2022

Achieving Diversity in Objective Space for Sample-Efficient Search of Multiobjective Optimization Problems.

Eric Hans Lee, Bolong Cheng, Michael McCourt

Proceedings of the Winter Simulation Conference, 2022

2021

Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design.

Gustavo Malkomes, Bolong Cheng, Eric Hans Lee, Mike Mccourt

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

2020

Efficient Rollout Strategies for Bayesian Optimization.

Eric Hans Lee, David Eriksson, David Bindel, Bolong Cheng, Mike Mccourt

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2018

Co-Optimizing Battery Storage for the Frequency Regulation and Energy Arbitrage Using Multi-Scale Dynamic Programming.

Bolong Cheng, Warren B. Powell

IEEE Trans. Smart Grid, 2018

Low-Rank Value Function Approximation for Co-Optimization of Battery Storage.

Bolong Cheng, Tsvetan Asamov, Warren B. Powell

IEEE Trans. Smart Grid, 2018

2015

Optimal learning with a local parametric belief model.

Bolong Cheng, Arta A. Jamshidi, Warren B. Powell

J. Glob. Optim., 2015

2013

The knowledge gradient algorithm using locally parametric approximations.

Bolong Cheng, Arta A. Jamshidi, Warren B. Powell

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013