Near Optimal Decision Trees in a SPLIT Second

21 February 2025

Papers citing "Near Optimal Decision Trees in a SPLIT Second"

6 / 6 papers shown

Title
Harnessing the Power of Choices in Decision Tree Learning Guy Blanc Jane Lange Chirag Pabbaraju Colin D. Sullivan Li-Yang Tan Mo Tiwari 23 1 0 02 Oct 2023
The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance J. Donnelly Srikar Katta Cynthia Rudin E. Browne FAtt 69 17 0 24 Sep 2023
Exploring the Whole Rashomon Set of Sparse Decision Trees Rui Xin Chudi Zhong Zhi Chen Takuya Takagi Margo Seltzer Cynthia Rudin 65 58 0 16 Sep 2022
Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features Rahul Mazumder X. Meng Haoyue Wang 47 15 0 23 Jun 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 218 673 0 20 Mar 2021
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 127 6,293 0 22 Oct 2019