Steve Yadlowsky
Google (United States)(US)
Publications by Year
Research Areas
Advanced Causal Inference Techniques, Statistical Methods and Inference, Health Systems, Economic Evaluations, Quality of Life, Statistical Methods and Bayesian Inference, Statistical Methods in Clinical Trials
Most-Cited Works
- → Underspecification Presents Challenges for Credibility in Modern Machine Learning(2020)430 cited
- → Clinical Implications of Revised Pooled Cohort Equations for Estimating Atherosclerotic Cardiovascular Disease Risk(2018)277 cited
- → Evaluating Treatment Prioritization Rules via Rank-Weighted Average Treatment Effects(2024)47 cited
- → Bounds on the conditional and average treatment effect with unobserved confounding factors(2022)39 cited
- → Cellpath: Fusion of Cellular and Traffic Sensor Data for Route Flow Estimation via Convex Optimization(2015)32 cited
- Adaptive sampling probabilities for non-smooth optimization(2017)
- Counterfactual Invariance to Spurious Correlations in Text Classification(2021)
- → Evaluating Treatment Prioritization Rules via Rank-Weighted Average\n Treatment Effects(2021)19 cited
- → Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding(2020)18 cited