"au:"Stephen R. Pfohl"" — arXiv2 SearchShowing 1–9 of 9 results
/ Date/ Name
Jun 4, 2025Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairnessMar 18, 2024A Toolbox for Surfacing Health Equity Harms and Biases in Large Language ModelsMar 12, 2024Proxy Methods for Domain AdaptationDec 21, 2022Adapting to Latent Subgroup Shifts via Concepts and ProxiesFeb 3, 2022Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcareAug 27, 2021A comparison of approaches to improve worst-case predictive model performance over patient subpopulationsJul 20, 2020An Empirical Characterization of Fair Machine Learning For Clinical Risk PredictionJan 6, 2020Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record DataNov 13, 2019Federated and Differentially Private Learning for Electronic Health Records