van der Schaar Lab

Post archive

ICLR 2020: Ioana Bica’s presentation

Identifying when to give treatments to patients and how to select among multiple treatments over time are important medical problems with a few existing solutions. In this paper, we introduce the Counterfactual...

ICLR 2020: Dan Jarrett’s presentation

Autoencoder-based learning has emerged as a staple for disciplining representations in unsupervised and semi-supervised settings. This paper analyzes a framework for improving generalization in a purely supervised...