PI
Core/Dual

Dave Gifford

Professor

Projects

Project

Learning Optimal Interventions

We develop statistical models that are prescriptive rather than predictive/descriptive. From an observational dataset, our methods learn to automatically identify beneficial actions that will improve outcomes, rather than requiring human-made decisions.
Tommi Jaakkola
Gifford

Leads

Groups

Community of Research

Applied Machine Learning Community of Research

This CoR brings together researchers at CSAIL working across a broad swath of application domains. Within these lie novel and challenging machine learning problems serving science, social science and computer science.