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2020 – today
- 2023
[j2]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)- [j1]Xinran Zhu, Leo Huang, Eric Hans Lee, Cameron Alexander Ibrahim, David Bindel:
Bayesian Transformed Gaussian Processes. Trans. Mach. Learn. Res. 2023 (2023) - [i7]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) - [i6]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
- [c5]Eric Hans Lee, Bolong Cheng, Michael McCourt:
Achieving Diversity in Objective Space for Sample-Efficient Search of Multiobjective Optimization Problems. WSC 2022: 3146-3157 - [i5]Xinran Zhu, Leo Huang, Cameron Ibrahim, Eric Hans Lee, David Bindel:
Scalable Bayesian Transformed Gaussian Processes. CoRR abs/2210.10973 (2022) - 2021
- [c4]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 - [c3]Eric Hans Lee, David Eriksson, Valerio Perrone, Matthias W. Seeger:
A Nonmyopic Approach to Cost-Constrained Bayesian Optimization. UAI 2021: 568-577 - [i4]Eric Hans Lee, David Eriksson, Valerio Perrone, Matthias W. Seeger:
A Nonmyopic Approach to Cost-Constrained Bayesian Optimization. CoRR abs/2106.06079 (2021) - 2020
- [c2]Eric Hans Lee, David Eriksson, David Bindel, Bolong Cheng, Mike Mccourt:
Efficient Rollout Strategies for Bayesian Optimization. UAI 2020: 260-269 - [i3]Eric Hans Lee, David Eriksson, Bolong Cheng, Michael McCourt, David Bindel:
Efficient Rollout Strategies for Bayesian Optimization. CoRR abs/2002.10539 (2020) - [i2]Eric Hans Lee, Valerio Perrone, Cédric Archambeau, Matthias W. Seeger:
Cost-aware Bayesian Optimization. CoRR abs/2003.10870 (2020)
2010 – 2019
- 2018
- [c1]David Eriksson, Kun Dong, Eric Hans Lee, David Bindel, Andrew Gordon Wilson:
Scaling Gaussian Process Regression with Derivatives. NeurIPS 2018: 6868-6878 - [i1]David Eriksson, Kun Dong, Eric Hans Lee, David Bindel, Andrew Gordon Wilson:
Scaling Gaussian Process Regression with Derivatives. CoRR abs/1810.12283 (2018)
Coauthor Index
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