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...

ICLR 2020: Mihaela van der Schaar’s Keynote and Q&A

Medicine stands apart from other areas where machine learning can be applied. While we have seen advances in other fields with lots of data, it is not the volume of data that makes medicine so hard, it is the challenges...

From black boxes to white boxes

In my last two posts on LinkedIn, I’ve discussed how AI and machine learning can help healthcare professionals make well-informed decisions. We are working on some amazing models that can make highly accurate...