A structured regression approach for evaluating model performance across intersectional subgroups

26 January 2024

Papers citing "A structured regression approach for evaluating model performance across intersectional subgroups"

5 / 5 papers shown

Title
Intersectional Divergence: Measuring Fairness in Regression Joe Germino Nuno Moniz Nitesh V. Chawla FaML 53 0 0 01 May 2025
SureMap: Simultaneous Mean Estimation for Single-Task and Multi-Task Disaggregated Evaluation M. Khodak Lester W. Mackey Alexandra Chouldechova Miroslav Dudik 29 0 0 14 Nov 2024
Precise Model Benchmarking with Only a Few Observations Riccardo Fogliato Pratik Patil Nil-Jana Akpinar Mathew Monfort 14 0 0 07 Oct 2024
Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance Andrew C. Miller Leon A. Gatys Joseph D. Futoma E. Fox 15 8 0 25 Apr 2021
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference Disi Ji Padhraic Smyth M. Steyvers 34 43 0 19 Oct 2020