Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance

25 April 2021

Papers citing "Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance"

3 / 3 papers shown

Title
A structured regression approach for evaluating model performance across intersectional subgroups Christine Herlihy Kimberly Truong Alexandra Chouldechova Miroslav Dudik 22 4 0 26 Jan 2024
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations Stephen R. Pfohl Haoran Zhang Yizhe Xu Agata Foryciarz Marzyeh Ghassemi N. Shah OOD 10 22 0 27 Aug 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