Pfohl, Stephen R.
- Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data
2020/01/06 by Steinberg, Ethan, Jung, Ken, Fries, Jason A. +3 · 11 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Adapting to Latent Subgroup Shifts via Concepts and Proxies
2022/12/21 by Ibrahim Alabdulmohsin, Nicole Chiou, Alabdulmohsin, Ibrahim +17 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Text and Document Classification Technologies
- Federated and Differentially Private Learning for Electronic Health Records
2019/11/13 by Pfohl, Stephen R., Dai, Andrew M., Heller, Katherine · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness
2025/06/04 by Stephen R. Pfohl, Pfohl, Stephen R., Natalie Harris +27 · 1 voice · 3 citations
#stat.ML #cs.CY #cs.LG
- Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare
2022/02/03 by Stephen Pfohl, Pfohl, Stephen R., Yizhe Xu +9 · 1 citation
Economics, Econometrics and Finance · Health Professions · Mathematics · #Health Systems, Economic Evaluations, Quality of Life #Healthcare cost, quality, practices #Advanced Causal Inference Techniques
- Proxy Methods for Domain Adaptation
2024/03/12 by Katherine Tsai, Stephen Pfohl, Tsai, Katherine +13 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification