Exploring and Interacting with the Set of Good Sparse Generalized
Additive Models

Exploring and Interacting with the Set of Good Sparse Generalized Additive Models

28 March 2023

Zhi Chen

Papers citing "Exploring and Interacting with the Set of Good Sparse Generalized Additive Models"

10 / 10 papers shown

Title
Challenges in interpretability of additive models Xinyu Zhang Julien Martinelli S. T. John AAML AI4CE 23 1 0 14 Apr 2025
Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time J. Donnelly Zhicheng Guo A. Barnett Hayden McTavish Chaofan Chen Cynthia Rudin 52 0 0 03 Mar 2025
Improving Decision Sparsity Yiyang Sun Tong Wang Cynthia Rudin 67 1 0 27 Oct 2024
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 26 23 0 05 Jul 2024
Data Science Principles for Interpretable and Explainable AI Kris Sankaran FaML 38 0 0 17 May 2024
Predictive Churn with the Set of Good Models J. Watson-Daniels Flavio du Pin Calmon Alexander DÁmour Carol Xuan Long David C. Parkes Berk Ustun 79 7 0 12 Feb 2024
X Hacking: The Threat of Misguided AutoML Rahul Sharma Sergey Redyuk Sumantrak Mukherjee Andrea Sipka Sebastian Vollmer David Selby 14 2 0 16 Jan 2024
A Path to Simpler Models Starts With Noise Lesia Semenova Harry Chen Ronald E. Parr Cynthia Rudin 17 15 0 30 Oct 2023
Learning Diverse Features in Vision Transformers for Improved Generalization A. Nicolicioiu Andrei Liviu Nicolicioiu B. Alexe Damien Teney 27 3 0 30 Aug 2023
Exploring the Whole Rashomon Set of Sparse Decision Trees Rui Xin Chudi Zhong Zhi Chen Takuya Takagi Margo Seltzer Cynthia Rudin 30 53 0 16 Sep 2022