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Alexander Thebelt
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2020 – today
- 2022
- [j2]Francesco Ceccon, Jordan Jalving, Joshua Haddad, Alexander Thebelt, Calvin Tsay, Carl D. Laird, Ruth Misener:
OMLT: Optimization & Machine Learning Toolkit. J. Mach. Learn. Res. 23: 349:1-349:8 (2022) - [c2]Alexander Thebelt, Calvin Tsay, Robert M. Lee, Nathan Sudermann-Merx, David Walz, Behrang Shafei, Ruth Misener:
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces. NeurIPS 2022 - [i6]Alexander Thebelt, Johannes Wiebe, Jan Kronqvist, Calvin Tsay, Ruth Misener:
Maximizing information from chemical engineering data sets: Applications to machine learning. CoRR abs/2201.10035 (2022) - [i5]Francesco Ceccon, Jordan Jalving, Joshua Haddad, Alexander Thebelt, Calvin Tsay, Carl D. Laird, Ruth Misener:
OMLT: Optimization & Machine Learning Toolkit. CoRR abs/2202.02414 (2022) - [i4]Alexander Thebelt, Calvin Tsay, Robert M. Lee, Nathan Sudermann-Merx, David Walz, Behrang Shafei, Ruth Misener:
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces. CoRR abs/2207.00879 (2022) - 2021
- [j1]Alexander Thebelt, Jan Kronqvist, Miten Mistry, Robert M. Lee, Nathan Sudermann-Merx, Ruth Misener
:
ENTMOOT: A framework for optimization over ensemble tree models. Comput. Chem. Eng. 151: 107343 (2021) - [c1]Calvin Tsay, Jan Kronqvist, Alexander Thebelt, Ruth Misener:
Partition-Based Formulations for Mixed-Integer Optimization of Trained ReLU Neural Networks. NeurIPS 2021: 3068-3080 - [i3]Calvin Tsay, Jan Kronqvist, Alexander Thebelt, Ruth Misener:
Partition-based formulations for mixed-integer optimization of trained ReLU neural networks. CoRR abs/2102.04373 (2021) - [i2]Alexander Thebelt, Calvin Tsay, Robert M. Lee, Nathan Sudermann-Merx, David Walz, Tom Tranter, Ruth Misener:
Multi-Objective Constrained Optimization for Energy Applications via Tree Ensembles. CoRR abs/2111.03140 (2021) - 2020
- [i1]Alexander Thebelt, Jan Kronqvist, Miten Mistry, Robert M. Lee, Nathan Sudermann-Merx, Ruth Misener:
ENTMOOT: A Framework for Optimization over Ensemble Tree Models. CoRR abs/2003.04774 (2020)
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