Mihaela van der Schaar


John Humphrey Plummer

Professor of Machine Learning, AI and Medicine

at University of Cambridge


Himabindu Lakkaraju

Assistant Professor at Harvard University

Abhijit Guha Roy

Google Health



Archana Venkataraman

Assistant Professor at Johns Hopkins University

Le Lu

Executive Director at PAII Inc.

Su-In Lee

Associate Professor at University of Washington

Jim Winkens

Google Health

Fei Wang

Associate Professor at Weill Cornell Medicine

Alan Yuille

Bloomberg Distinguished Professor at Johns Hopkins University

Olga Troyanskaya

Professor at Princeton University

Recorded Talks

Invited talk #1 Mihaela van der Schaar (Title: Quantitative epistemology: conceiving a new human-machine partnership)

Invited talk #5 Himabindu Lakkaraju (Title: Towards Robust and Reliable Model Explanations for Healthcare)

Invited talk #6 Frank Zhang and Olga Troyanskaya (Title: Automating deep learning to interpret human genomic variations)

Invited talk #7 Fei Wang (Title: Practical Considerations of Model Interpretability in Clinical Medicine: Stability, Causality and Actionability)

Invited talk #8 Alan Yuille (Title: Toward Interpretable Health Care)

Invited talk #9 Su-In Lee (Title: Explainable AI for Heathcare)