Exploring the Whole Rashomon Set of Sparse Decision Trees

Exploring the Whole Rashomon Set of Sparse Decision Trees

16 September 2022

Zhi Chen

Papers citing "Exploring the Whole Rashomon Set of Sparse Decision Trees"

9 / 9 papers shown

Title
Unique Rashomon Sets for Robust Active Learning Simon Nugyen Kentaro Hoffman Tyler H. McCormick 57 0 0 13 Mar 2025
Amazing Things Come From Having Many Good Models Cynthia Rudin Chudi Zhong Lesia Semenova Margo Seltzer Ronald E. Parr Jiachang Liu Srikar Katta Jon Donnelly Harry Chen Zachery Boner 21 23 0 05 Jul 2024
Efficient Exploration of the Rashomon Set of Rule Set Models Martino Ciaperoni Han Xiao A. Gionis 18 3 0 05 Jun 2024
What is different between these datasets? Varun Babbar Zhicheng Guo Cynthia Rudin 57 1 0 08 Mar 2024
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models Chudi Zhong Zhi Chen Jiachang Liu Margo Seltzer Cynthia Rudin 17 11 0 28 Mar 2023
FasterRisk: Fast and Accurate Interpretable Risk Scores Jiachang Liu Chudi Zhong Boxuan Li Margo Seltzer Cynthia Rudin 28 16 0 12 Oct 2022
Seeking Interpretability and Explainability in Binary Activated Neural Networks Benjamin Leblanc Pascal Germain FAtt 17 1 0 07 Sep 2022
Causality-Inspired Taxonomy for Explainable Artificial Intelligence Pedro C. Neto Tiago B. Gonccalves João Ribeiro Pinto W. Silva Ana F. Sequeira Arun Ross Jaime S. Cardoso XAI 26 12 0 19 Aug 2022
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization Yingfan Wang Haiyang Huang Cynthia Rudin Yaron Shaposhnik 157 298 0 08 Dec 2020