Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded

2 March 2018

Papers citing "Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded"

4 / 4 papers shown

Title
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 25 10 0 02 Jul 2022
OMLT: Optimization & Machine Learning Toolkit Francesco Ceccon Jordan Jalving Joshua Haddad Alexander Thebelt Calvin Tsay C. Laird Ruth Misener 25 67 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 27 68 0 25 Jan 2022
ENTMOOT: A Framework for Optimization over Ensemble Tree Models Alexander Thebelt Jan Kronqvist Miten Mistry Robert M. Lee Nathan Sudermann-Merx Ruth Misener 13 54 0 10 Mar 2020