Mehryar Mohri | |
|---|---|
 Mehryar Mohri, 2020. | |
| Born | October 20, 1964 |
| Alma mater | École Polytechnique École Normale Supérieure University of Paris 7 Denis Diderot |
| Known for | Foundations of Machine Learning [1] |
| Scientific career | |
| Institutions | Google Courant Institute of Mathematical Sciences AT&T Bell Labs |
| Website | cs |
Mehryar Mohri is a Professor and theoretical computer scientist[2] at the Courant Institute of Mathematical Sciences. He is also a Research Director at Google Research where he heads the Learning Theory team.[3]
YouTube Encyclopedic
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1/3Views:7994 7881 658
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IACS Seminar: Mehryar Mohri
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Theory and Algorithms for Forecasting Non-Stationary Time Series (NIPS 2016 tutorial)
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Tight Learning Bounds for Multi-Class Classification
Transcription
Career
Prior to joining the Courant Institute, Mohri was a Research Department Head and later Technology Leader at AT&T Bell Labs, where he was a Member of the Technical Staff for about ten years. Mohri has also taught as an Assistant Professor at the University of Paris 7 (1992-1993) and Ecole Polytechnique (1992-1994).[4]
Research
Mohri's main area of research is machine learning, in particular learning theory.[5] He is also an expert in automata theory and algorithms. He is the author of several core algorithms that have served as the foundation for the design of many deployed speech recognition and natural language processing systems.[6]
Publications
Mohri is the author of the reference book Foundations of Machine Learning[7] used as a textbook in many graduate-level machine learning courses.[8] Mohri is also a member of the Lothaire group of mathematicians with the pseudonym M. Lothaire and contributed to the book on Applied Combinatorics on Words.[9] He is the author of more than 250 conference and journal publications.
Organizational affiliations
Mohri is currently the President of the Association for Algorithmic Learning Theory (AALT)[10] and the Steering Committee Chair for the ALT conference.[11] He is also Editorial Board member of Machine Learning[12] and TheoretiCS,[13] Action Editor of the Journal of Machine Learning Research (JMLR) and a member of the advisory board for the Journal of Automata, Languages and Combinatorics.[14]
References
- ^ Foundations of Machine Learning, MIT Press.
- ^ [1] Theoretical Computer Science at Courant.
- ^ [2] Google Research's Learning Theory Team.
- ^ [3] Mohri's LinkedIn page.
- ^ Home page from Mohri's web site.
- ^ ISCA awards Archived 2009-01-24 at the Wayback Machine.
- ^ [4] Foundations of Machine Learning, MIT Press.
- ^ [5] Mohri's Amazon book page.
- ^ [6] Applied Combinatorics on Words
- ^ AALT web site
- ^ ALT conference website
- ^ Editorial Board Machine Learning
- ^ TheoretiCS web site
- ^ official website of Journal of Automata, Languages and Combinatorics
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This page was last edited on 29 February 2024, at 19:34