Alumni

Nadav Cohen

Nadav Cohen
Professor of Computer Science, Tel Aviv University | CTO @ Imubit
Faculty of Mathematics and Electrical Engineering
2008-2012

About:

I am an Asst. Professor of Computer Science at Tel Aviv University, heading a research lab that focuses on the theoretical and algorithmic foundations of neural networks.

I am also a Co-Founder and the CTO at Imubit, a company that applies neural networks for control and optimization of industrial manufacturing lines, thereby reducing CO2 emissions while improving yield.

Academic career:

"Following my graduation from the program in 2012, I moved to the Hebrew University for an MSc in computer science under the supervision of Prof. Amnon Shashua. In 2013 I was promoted to a direct PhD track, which I have completed in 2017. Since then, I am a postdoctoral scholar at school of mathematics of the Institute for Advanced Study in Princeton.

My research revolves around the theoretical and algorithmic foundations of deep learning. I am interested in developing mathematical tools that will allow better understanding and more principled application of these cutting-edge artificial intelligence technologies."

Nadav was a research scholar at the School of Mathematics in the Institute for Advanced Study of Princeton.

Publications and achievements:

"My works on the analysis of convolutional networks through hierarchical tensor decompositions have been published in top-tier machine learning and computer vision venues (ICML/COLT/ICLR/CVPR). For my contributions to the theoretical understanding of deep learning, I received a number of awards, including the Google Doctoral Fellowship in Machine Learning, the Rothschild Postdoctoral Fellowship and the Zuckerman Postdoctoral Fellowship."

Recommendation to Program participants:

"Try not to focus on grades too much. The undergraduate studies will serve as a basis in the years to come. Try to build the strongest foundations you can."

Today (2020):

Nadav is a senior lecturer at the School of Computer Sciences at Tel Aviv University.

Message to the new generation of students in the program:

Whether you pursue a career in academia or industry (or both), your undergraduate studies will likely serve as a basis for many years to come. Try to build the strongest foundations you can, to not focus on grades too much, and to have fun!