Optimal Decision Trees for the Algorithm Selection Problem: Integer Programming Based Approaches

3 July 2019

Papers citing "Optimal Decision Trees for the Algorithm Selection Problem: Integer Programming Based Approaches"

5 / 5 papers shown

Title
A learning-based mathematical programming formulation for the automatic configuration of optimization solvers Gabriele Iommazzo C. D’Ambrosio A. Frangioni Leo Liberti 29 5 0 08 Jan 2024
Fast Optimization of Weighted Sparse Decision Trees for use in Optimal Treatment Regimes and Optimal Policy Design Ali Behrouz Mathias Lécuyer Cynthia Rudin Margo Seltzer OffRL 23 2 0 13 Oct 2022
Exploring the Whole Rashomon Set of Sparse Decision Trees Rui Xin Chudi Zhong Zhi Chen Takuya Takagi Margo Seltzer Cynthia Rudin 37 54 0 16 Sep 2022
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges Cynthia Rudin Chaofan Chen Zhi Chen Haiyang Huang Lesia Semenova Chudi Zhong FaML AI4CE LRM 59 653 0 20 Mar 2021
Generalized and Scalable Optimal Sparse Decision Trees Jimmy J. Lin Chudi Zhong Diane Hu Cynthia Rudin Margo Seltzer 19 139 0 15 Jun 2020