Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations

14 August 2021

Papers citing "Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations"

4 / 4 papers shown

Title
A structured regression approach for evaluating model performance across intersectional subgroups Christine Herlihy Kimberly Truong Alexandra Chouldechova Miroslav Dudik 44 4 0 26 Jan 2024
Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance Andrew C. Miller Leon A. Gatys Joseph D. Futoma E. Fox 23 9 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 45 0 19 Oct 2020
Online Active Model Selection for Pre-trained Classifiers Mohammad Reza Karimi Nezihe Merve Gürel Bojan Karlavs Johannes Rausch Ce Zhang Andreas Krause 28 22 0 19 Oct 2020