ENTMOOT: A Framework for Optimization over Ensemble Tree Models

10 March 2020

Papers citing "ENTMOOT: A Framework for Optimization over Ensemble Tree Models"

4 / 4 papers shown

Title
Tight Mixed-Integer Optimization Formulations for Prescriptive Trees Max Biggs Georgia Perakis 6 1 0 28 Feb 2023
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces Alexander Thebelt Calvin Tsay Robert M. Lee Nathan Sudermann-Merx David Walz B. Shafei Ruth Misener UQCV BDL 35 10 0 02 Jul 2022
OMLT: Optimization & Machine Learning Toolkit Francesco Ceccon Jordan Jalving Joshua Haddad Alexander Thebelt Calvin Tsay C. Laird Ruth Misener 34 70 0 04 Feb 2022
Maximizing information from chemical engineering data sets: Applications to machine learning Alexander Thebelt Johannes Wiebe Jan Kronqvist Calvin Tsay Ruth Misener AI4CE 39 68 0 25 Jan 2022