Bolong Cheng

12 papers A* 1A 1Misc 2Journal 8
YearRankTypeTitle / Venue / Authors
2023 J jnl
Achieving Diversity in Objective Space for Sample-efficient Search of Multiobjective Optimization Problems.
CoRR
Eric Hans Lee, Bolong Cheng, Michael McCourt
2023 J jnl
SigOpt Mulch: An Intelligent System for AutoML of Gradient Boosted Trees.
CoRR
Aleksei G. Sorokin, Xinran Zhu, Eric Hans Lee, Bolong Cheng
2023 J jnl
SigOpt Mulch: An intelligent system for AutoML of gradient boosted trees.
Knowl. Based Syst.
Aleksei G. Sorokin, Xinran Zhu, Eric Hans Lee, Bolong Cheng
2022 Misc conf
Achieving Diversity in Objective Space for Sample-Efficient Search of Multiobjective Optimization Problems.
WSC
Eric Hans Lee, Bolong Cheng, Michael McCourt
2022 J jnl
Bridging Offline and Online Experimentation: Constraint Active Search for Deployed Performance Optimization.
Trans. Mach. Learn. Res.
Junpei Komiyama, Gustavo Malkomes, Bolong Cheng, Michael McCourt
2021 A* conf
Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design.
ICML
Gustavo Malkomes, Bolong Cheng, Eric Hans Lee, Mike Mccourt
2020 A conf
Efficient Rollout Strategies for Bayesian Optimization.
UAI
Eric Hans Lee, David Eriksson, David Bindel, Bolong Cheng, Mike Mccourt
2020 J jnl
Efficient Rollout Strategies for Bayesian Optimization.
CoRR
Eric Hans Lee, David Eriksson, Bolong Cheng, Michael McCourt, David Bindel
2018 J jnl
Co-Optimizing Battery Storage for the Frequency Regulation and Energy Arbitrage Using Multi-Scale Dynamic Programming.
IEEE Trans. Smart Grid
Bolong Cheng, Warren B. Powell
2018 J jnl
Low-Rank Value Function Approximation for Co-Optimization of Battery Storage.
IEEE Trans. Smart Grid
Bolong Cheng, Tsvetan Asamov, Warren B. Powell
2015 J jnl
Optimal learning with a local parametric belief model.
J. Glob. Optim.
Bolong Cheng, Arta A. Jamshidi, Warren B. Powell
2013 Misc conf
The knowledge gradient algorithm using locally parametric approximations.
WSC
Bolong Cheng, Arta A. Jamshidi, Warren B. Powell