Healthcare Analytics with Bandits and Transfer Learning

A promising approach to addressing small data related issues is to leverage adaptive data collection (bandits) in tandem with auxiliary data sources (transfer learning). Dr. Bastani overviews recent techniques and algorithms with applications to personalized interventions, clinical trial designs with surrogates, as well as a large scale targeted COVID 19 screening system in Greece.