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2020 – today
- 2023
[j5]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: 110604 (2023)- [i3]Eric Hans Lee, Bolong Cheng, Michael McCourt:
Achieving Diversity in Objective Space for Sample-efficient Search of Multiobjective Optimization Problems. CoRR abs/2306.13780 (2023) - [i2]Aleksei G. Sorokin, Xinran Zhu, Eric Hans Lee, Bolong Cheng:
SigOpt Mulch: An Intelligent System for AutoML of Gradient Boosted Trees. CoRR abs/2307.04849 (2023) - 2022
- [j4]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) - [c4]Eric Hans Lee, Bolong Cheng, Michael McCourt:
Achieving Diversity in Objective Space for Sample-Efficient Search of Multiobjective Optimization Problems. WSC 2022: 3146-3157 - 2021
- [c3]Gustavo Malkomes, Bolong Cheng, Eric Hans Lee, Mike Mccourt:
Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design. ICML 2021: 7423-7434 - 2020
- [c2]Eric Hans Lee, David Eriksson, David Bindel, Bolong Cheng, Mike Mccourt:
Efficient Rollout Strategies for Bayesian Optimization. UAI 2020: 260-269 - [i1]Eric Hans Lee, David Eriksson, Bolong Cheng, Michael McCourt, David Bindel:
Efficient Rollout Strategies for Bayesian Optimization. CoRR abs/2002.10539 (2020)
2010 – 2019
- 2018
- [j3]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): 1997-2005 (2018) - [j2]Bolong Cheng, Tsvetan Asamov, Warren B. Powell:
Low-Rank Value Function Approximation for Co-Optimization of Battery Storage. IEEE Trans. Smart Grid 9(6): 6590-6598 (2018) - 2015
- [j1]Bolong Cheng, Arta A. Jamshidi, Warren B. Powell:
Optimal learning with a local parametric belief model. J. Glob. Optim. 63(2): 401-425 (2015) - 2013
- [c1]Bolong Cheng, Arta A. Jamshidi, Warren B. Powell:
The knowledge gradient algorithm using locally parametric approximations. WSC 2013: 856-867
Coauthor Index
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