Bolong Cheng

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 11

Top Topics

Multiobjective Optimization Problems

Experimental Design

Decision Stumps

Immune Algorithm

Top Venues

IEEE Trans. Smart Grid

J. Glob. Optim.

Publications

Aleksei G. Sorokin, Xinran Zhu, Eric Hans Lee, Bolong Cheng
SigOpt Mulch: An intelligent system for AutoML of gradient boosted trees. Knowl. Based Syst. 273 (2023)
Eric Hans Lee, Bolong Cheng, Michael McCourt
Achieving Diversity in Objective Space for Sample-efficient Search of Multiobjective Optimization Problems. CoRR (2023)
Aleksei G. Sorokin, Xinran Zhu, Eric Hans Lee, Bolong Cheng
SigOpt Mulch: An Intelligent System for AutoML of Gradient Boosted Trees. CoRR (2023)
Eric Hans Lee, Bolong Cheng, Michael McCourt
Achieving Diversity in Objective Space for Sample-Efficient Search of Multiobjective Optimization Problems. WSC (2022)
Junpei Komiyama, Gustavo Malkomes, Bolong Cheng, Michael McCourt
Bridging Offline and Online Experimentation: Constraint Active Search for Deployed Performance Optimization. Trans. Mach. Learn. Res. 2022 (2022)
Gustavo Malkomes, Bolong Cheng, Eric Hans Lee, Mike Mccourt
Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design. ICML (2021)
Eric Hans Lee, David Eriksson, Bolong Cheng, Michael McCourt, David Bindel
Efficient Rollout Strategies for Bayesian Optimization. CoRR (2020)
Eric Hans Lee, David Eriksson, David Bindel, Bolong Cheng, Mike Mccourt
Efficient Rollout Strategies for Bayesian Optimization. UAI (2020)
Bolong Cheng, Warren B. Powell
Co-Optimizing Battery Storage for the Frequency Regulation and Energy Arbitrage Using Multi-Scale Dynamic Programming. IEEE Trans. Smart Grid 9 (3) (2018)
Bolong Cheng, Tsvetan Asamov, Warren B. Powell
Low-Rank Value Function Approximation for Co-Optimization of Battery Storage. IEEE Trans. Smart Grid 9 (6) (2018)
Bolong Cheng, Arta A. Jamshidi, Warren B. Powell
Optimal learning with a local parametric belief model. J. Glob. Optim. 63 (2) (2015)
Bolong Cheng, Arta A. Jamshidi, Warren B. Powell
The knowledge gradient algorithm using locally parametric approximations. WSC (2013)