Cheng, Bolong

4 publications

TMLR 2022 Bridging Offline and Online Experimentation: Constraint Active Search for Deployed Performance Optimization Junpei Komiyama, Gustavo Malkomes, Bolong Cheng, Michael McCourt

NeurIPSW 2022 On Multi-Information Source Constraint Active Search Gustavo Malkomes, Santiago Miret, Bolong Cheng

ICML 2021 Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design Gustavo Malkomes, Bolong Cheng, Eric H Lee, Mike Mccourt

UAI 2020 Efficient Rollout Strategies for Bayesian Optimization Eric Lee, David Eriksson, David Bindel, Bolong Cheng, Mike Mccourt