Machine learning and multi-scale modeling

Weinan E
Princeton University
January 28, 2019
Scientific Machine Learning
Play     Abstract

Using incomplete electronic health record data to inform decision making in HIV and AIDS

Giorgos Bakoyannis
Indiana University
January 17, 2019
Models and Machine Learning for Causal Inference and Decision Making in...
Play     Abstract

Causal Inference, Uncertainty, and Health Policy Decision Making

Sharon-Lise Normand
Harvard Medical School
January 17, 2019
Models and Machine Learning for Causal Inference and Decision Making in...
Play     Abstract

Studentized Sensitivity Analysis in Paired Observational Studies

Colin Fogarty
MIT
January 17, 2019
Models and Machine Learning for Causal Inference and Decision Making in...
Play     Abstract

Learning to Personalize from Observational Data Under Unobserved Confounding

Nathan Kallus
Cornell University
January 17, 2019
Models and Machine Learning for Causal Inference and Decision Making in...
Play     Abstract

Personalizing Causal Pathway Effects

Ilya Shpitser
Johns Hopkins
January 16, 2019
Models and Machine Learning for Causal Inference and Decision Making in...
Play     Abstract

Extending causal inferences from a randomized trial to a target population

Issa Dahabreh
Brown University
January 16, 2019
Models and Machine Learning for Causal Inference and Decision Making in...
Play     Abstract     Slides

Estimating Effects in Clinical Trials Under Unobserved Conditions

Alisa Stephens-Shields
University of Pennsylvania
January 16, 2019
Models and Machine Learning for Causal Inference and Decision Making in...
Play     Abstract

Subgroup Identification using Covariate Adjusted Interaction Trees

Jon Steingrimsson
Brown University
January 16, 2019
Models and Machine Learning for Causal Inference and Decision Making in...
Play     Abstract