Variable Importance Clouds: A Way to Explore Variable Importance for the Set of Good Models

10 January 2019

Papers citing "Variable Importance Clouds: A Way to Explore Variable Importance for the Set of Good Models"

6 / 6 papers shown

Title
The Curious Case of Arbitrariness in Machine Learning Prakhar Ganesh Afaf Taik G. Farnadi 66 2 0 28 Jan 2025
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 83 7 0 12 Feb 2024
A Computational Exploration of Emerging Methods of Variable Importance Estimation Louis Mozart Kamdem Ernest Fokoue FAtt 24 0 0 05 Aug 2022
Subset selection for linear mixed models Daniel R. Kowal 22 3 0 27 Jul 2021
Characterizing Fairness Over the Set of Good Models Under Selective Labels Amanda Coston Ashesh Rambachan Alexandra Chouldechova FaML 27 81 0 02 Jan 2021
Predictive Multiplicity in Classification Charles Marx Flavio du Pin Calmon Berk Ustun 36 136 0 14 Sep 2019