Overview

I am a senior lecturer (assistant professor) at the Technion - Israel Institute of Technology.

My research has two themes:

The first is applying machine learning to the field of healthcare, especially in terms of providing physicians with decision support tools based on big health data.

The second is the intersection of machine learning and causal inference, with a focus on using deep-learning methods for causal inference. You can see the tutorial we gave at ICML 2016 here.

You can also hear me discuss my research (in Hebrew) on the Unsupervised Podcast.

Previously, I was a postdoctoral researcher in Prof. David Sontag’s Clinical Machine Learning Lab in NYU and then MIT. I completed my PhD studies at the School of Computer Science & Engineering at The Hebrew University of Jerusalem, under the guidance of Prof. Gal Chechik and Prof. Daphna Weinshall. From 2011 to 2014 I was a recipient of Google's European Fellowship in Machine Learning. 


Selected Publications

Research

machine learning
causal inference
machine learning for healthcare
deep learning

Contact Info

Room 410 Bloomfield Building
+972-4-8294440