Steve Yadlowsky

Underspecification Presents Challenges for Credibility in Modern Machine Learning

Alexander D’Amour, Katherine Heller, Dan Moldovan et al. · arXiv (Cornell University) · 2020 · 430 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Clinical Implications of Revised Pooled Cohort Equations for Estimating Atherosclerotic Cardiovascular Disease Risk

Steve Yadlowsky, Rodney A. Hayward, Jeremy B. Sussman et al. · Annals of Internal Medicine · 2018 · 271 citations

Evaluating Treatment Prioritization Rules via Rank-Weighted Average Treatment Effects

Steve Yadlowsky, Scott L. Fleming, Nigam H. Shah et al. · Journal of the American Statistical Association · 2024 · 45 citations · Full text

Patient Selection, Treatment Effect, Decision Science +18

Bounds on the conditional and average treatment effect with unobserved confounding factors

Steve Yadlowsky, Hongseok Namkoong, Sanjay Basu et al. · The Annals of Statistics · 2022 · 37 citations · Full text

Cellpath: Fusion of Cellular and Traffic Sensor Data for Route Flow Estimation via Convex Optimization

Cathy Wu, Jérôme Thai, Steve Yadlowsky et al. · Transportation research procedia · 2015 · 32 citations · Full text

Vehicle Count, Engineering, Machine Learning +18