Schulam, Peter

8 publications

ICML 2019 Active Learning for Decision-Making from Imbalanced Observational Data Iiris Sundin, Peter Schulam, Eero Siivola, Aki Vehtari, Suchi Saria, Samuel Kaski

AISTATS 2019 Can You Trust This Prediction? Auditing Pointwise Reliability After Learning Peter Schulam, Suchi Saria

AISTATS 2019 Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport Adarsh Subbaswamy, Peter Schulam, Suchi Saria

NeurIPS 2017 Reliable Decision Support Using Counterfactual Models Peter Schulam, Suchi Saria

NeurIPS 2016 Disease Trajectory Maps Peter Schulam, Raman Arora

JMLR 2016 Integrative Analysis Using Coupled Latent Variable Models for Individualizing Prognoses Peter Schulam, Suchi Saria

NeurIPS 2015 A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure Peter Schulam, Suchi Saria

AAAI 2015 Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery Peter Schulam, Fredrick Wigley, Suchi Saria