Alexander Thebelt

According to our database1, Alexander Thebelt authored at least 6 papers between 2021 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
OMLT: Optimization & Machine Learning Toolkit.
J. Mach. Learn. Res., 2022

Maximizing information from chemical engineering data sets: Applications to machine learning.
CoRR, 2022

Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Multi-Objective Constrained Optimization for Energy Applications via Tree Ensembles.
CoRR, 2021

ENTMOOT: A framework for optimization over ensemble tree models.
Comput. Chem. Eng., 2021

Partition-Based Formulations for Mixed-Integer Optimization of Trained ReLU Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


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