A Path to Simpler Models Starts With Noise

A Path to Simpler Models Starts With Noise

30 October 2023

Papers citing "A Path to Simpler Models Starts With Noise"

12 / 12 papers shown

Title
Unique Rashomon Sets for Robust Active Learning Simon Nugyen Kentaro Hoffman Tyler H. McCormick 57 0 0 13 Mar 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 55 0 0 03 Mar 2025
The Curious Case of Arbitrariness in Machine Learning Prakhar Ganesh Afaf Taik G. Farnadi 54 2 0 28 Jan 2025
Rashomon effect in Educational Research: Why More is Better Than One for Measuring the Importance of the Variables? Jakub Kuzilek Mustafa Çavuş 61 1 0 02 Dec 2024
Practical Attribution Guidance for Rashomon Sets Sichao Li Amanda S. Barnard Quanling Deng 25 5 0 26 Jul 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
On the Rashomon ratio of infinite hypothesis sets Evzenie Coupkova Mireille Boutin 16 1 0 27 Apr 2024
Natural Learning Hadi Fanaee-T 14 1 0 08 Apr 2024
Algorithmic Arbitrariness in Content Moderation Juan Felipe Gomez Caio Vieira Machado Lucas Monteiro Paes Flavio du Pin Calmon 16 9 0 26 Feb 2024
Exploring the Whole Rashomon Set of Sparse Decision Trees Rui Xin Chudi Zhong Zhi Chen Takuya Takagi Margo Seltzer Cynthia Rudin 33 53 0 16 Sep 2022
Margin-distancing for safe model explanation Tom Yan Chicheng Zhang 23 3 0 23 Feb 2022
Learning Certifiably Optimal Rule Lists for Categorical Data E. Angelino Nicholas Larus-Stone Daniel Alabi Margo Seltzer Cynthia Rudin 46 196 0 06 Apr 2017