Scholar
Hossein Mobahi
Google Scholar ID: GSHmKZkAAAAJ
Senior Research Scientist @ Google
Citations & Impact
Citations
6,215
H-index
23
i10-index
29
Publications
20
Co-authors
41
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Paper 'Homotopy Analysis for Tensor PCA' accepted at COLT 2017 (with Anima Anandkumar, Yuan Deng, Rong Ge).
- Organized the NIPS 2016 workshop on nonconvex optimization.
- Invited talk 'Off The Convex Optimization' at NIPS 2015 workshop on nonconvex optimization.
- Paper 'Learning with a Wasserstein Loss' accepted at NIPS 2015.
- Paper 'The Aperture Problem for Refractive Motion' accepted at CVPR 2015.
- Research on nonconvex optimization featured in MIT News.
- Published in top-tier venues including AAAI, CVPR, NIPS, COLT on topics such as Gaussian smoothing, RNN training via diffusion, Wasserstein loss, and refractive motion analysis.
Background
- Research Scientist in the Machine Perception team at Google Research since May 2016.
- Broadly interested in Artificial Intelligence, specifically at the intersection of Computer Vision, Machine Learning, and Optimization.
- Research is often guided by mathematical principles.
- Previously a Postdoctoral Researcher at MIT's CSAIL, affiliated with the Computer Vision and Sensing, Learning, Inference labs.
- Collaborated with Profs. Bill Freeman and John Fisher.
- Admin of the Facebook page on Nonconvex Optimization.
