spfohl.github.io - Stephen Pfohl - Stephen Pfohl

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Research Scientist at Google. Stanford Biomedical Informatics PhD

I am a research scientist at Google and a recent graduate of the Biomedical Informatics PhD program at Stanford University. My work focuses on understanding fairness, robustness, and transparent evaluation of systems that use machine learning to inform clinical decision making.

Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare Stephen R. Pfohl , Yizhe Xu, Agata Foryciarz, Nikolaos Ignatiadis, Julian Genkins, Nigam H. Shah ACM Conference on Fairness Accountability and Transparency (FAccT) 2022 [ preprint ] [ paper ] [ pdf ]

Links to spfohl.github.io (1)

• afciworkshop.org AFT2023