I am an X-Consortium Career Development Assistant Professor at MIT EECS, and a member of CSAIL, IDSS, the Center for Statistics and Machine Learning at MIT. I am also affiliated with the ORC.
Before that, I was a postdoc in the AMPlab and computer vision group at UC Berkeley, and a PhD student at the Max Planck Institutes in Tuebingen and at ETH Zurich.
My research is in algorithmic machine learning, and spans modeling, optimization algorithms, theory and applications. In particular, we have been working on exploiting mathematical structure for discrete and combinatorial machine learning problems.
More details about my research can be found in these publications.
Thanks to NSF, Google and NEC for supporting our research!If you would like to work with me:
Visiting Simons Foundations of ML program
ICASSP and ICRA papers accepted. Congrats Gal and Zi!
2 papers accepted at NIPS. Congratulations Josip and Chengtao!
2 papers accepted to ICML. Congratulations Chengtao!
I received a Google Research Award!
I received an NSF CAREER award!