Partition-Based Formulations for Mixed-Integer Optimization of Trained ReLU Neural Networks

von Tsay, Calvin
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 4 of 36 (2022)

Global Optimization with Ensemble Machine Learning Models

von Thebelt, Alexander
Veröffentlicht in European Symposium on Computer Aided Process Engineering (30. : 2020 : Mailand) 30th European Symposium on Computer Aided Process Engineering ; Part C (2020)

Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces

von Thebelt, Alexander
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 48 of 50 (2023)