Iddo Drori

📖 Deep Learning: My new textbook The Science of Deep Learning published by Cambridge University Press is available on Amazon.
🧠 Machine Learning for Education: Can a machine solve, explain, and generate university-level mathematics and STEM courses? Our latest research published in PNAS on learning to learn courses demonstrates that a neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level.
🌎 Machine Learning for Climate Science: Can we predict extreme climate change based on millennia of data and monitor climate? In the spirit of MIT's leading efforts to take action against climate change for a better world, we've published multidisciplinary work on predicting the Atlantic Multi-decadal Variability and ocean biogeochemistry, awarded best paper: pathway to impact.
🚘 Machine Learning for Autonomous Driving: Can we accurately predict trajectories and learn to drive? we've won the ICCV learning to drive challenge and continuously improve performance; society will accept autonomous vehicles once they are orders of magnitude safer than humans.

Recent Awards

🌎 CCAI NeurIPS 2021 Best Paper Award Winner
🏆 FG 2021 Competition Winner, Kinship Verification Challenge
🥇 ACML 2021 Best Student Paper Award Winner
🚘 ICCV 2019 Competition Winner, Learning to Drive Challenge

 Boston University

Department of Computer Science
Joining faculty as Associate Professor (of practice) & Director of Masters in AI
111 Cummington Mall, Boston, MA 02215

 Massachusetts Institute of Technology

I was a Lecturer at EECS, and will be visiting Associate Professor
77 Massachusetts Ave, Cambridge, MA 02139
www.mit.edu/~idrori
idrori@mit.edu

 Columbia University

Department of Computer Science
I'm Adjunct Associate Professor since 2017
School of Engineering and Applied Science
500 W 120th Street, New York, NY 10027
www.cs.columbia.edu/~idrori
idrori@cs.columbia.edu

 Cornell University

School of Operations Research & Information Engineering
I was Visiting Associate Professor at Cornell University.

The Science of Deep Learning

Cambridge University Press, 2022.

Academic Service

Profile on Google Scholar

Publications

Teaching

Education

Selected Invited Talks and Panels