This article is an autobiography or has been extensively edited by the subject or by someone connected to the subject.(March 2020) |
Michael Bronstein | |
---|---|
Born | |
Citizenship | Israel |
Alma mater | Technion |
Known for | Geometric deep learning Non-rigid shape analysis Intel RealSense technology |
Awards | MAE 2020 Fellow BCS 2020 IEEE Fellow 2019 IAPR Fellow, 2018 Royal Society Wolfson Research Merit Award, 2018 |
Scientific career | |
Fields | Computer Science |
Institutions | University of Oxford, Imperial College London, University of Lugano, Harvard University |
Doctoral advisor | Ron Kimmel |
Michael Bronstein (b. 1980) is an Israeli computer scientist and entrepreneur. He is a computer science professor at the University of Oxford.
Bronstein received his PhD from the Technion in 2007. Since 2010, he has been a professor at University of Lugano, Switzerland, affiliated with the Institute of Computational Science and IDSIA. Between 2018 and 2021, he held the Chair in Machine Learning and Pattern Recognition in the Department of Computing, Imperial College London. In 2022, he joined the Department of Computer Science at the University of Oxford as the DeepMind Professor of Artificial Intelligence. [1]
Bronstein has held visiting appointments at Stanford University between 2009 and 2010, and at Harvard University and MIT between 2017 and 2018. He has been affiliated with the Radcliffe Institute for Advanced Study at Harvard University (as a Radcliffe fellow, 2017-2018 [2] ), the Institute for Advanced Study at Technical University of Munich (as Rudolf Diesel industrial fellow, 2017-2019 [3] ) and the Institute for Advanced Study in Princeton (as visitor, 2020 [4] ).
Bronstein was a co-founder of the Israeli startup Invision, developing a coded-light 3D range sensor. The company was acquired by Intel in 2012 and has become the foundation of Intel RealSense technology. Bronstein served as Principal Engineer at Intel between 2012 and 2019, playing a leading role in the development of RealSense.[ citation needed ]
In 2018, Bronstein founded Fabula AI, a London-based startup aiming to solve the problem of online disinformation by looking at how it spreads on social networks. The company was acquired by Twitter in 2019. [5] [6] He served as Head of Graph Learning Research at Twitter between 2019 and 2023.
Bronstein's research interests are broadly in theoretical and computational geometric methods for data analysis. His research encompasses a spectrum of applications ranging from machine learning, computer vision, and pattern recognition to geometry processing, computer graphics, and imaging. He is mainly known for his research on deformable 3D shape analysis and "geometric deep learning" (a term he coined [7] ), generalizing neural network architectures to manifolds and graphs. These methods have been applied to molecular design.
Bronstein is also the recipient of five ERC grants, two Google Faculty Research awards, and two Amazon AWS ML Research grants. [18]
Bronstein is married with two children. He is the identical twin brother of Alex Bronstein.[ citation needed ]
Jürgen Schmidhuber is a German computer scientist noted for his work in the field of artificial intelligence, specifically artificial neural networks. He is a scientific director of the Dalle Molle Institute for Artificial Intelligence Research in Switzerland. He is also director of the Artificial Intelligence Initiative and professor of the Computer Science program in the Computer, Electrical, and Mathematical Sciences and Engineering (CEMSE) division at the King Abdullah University of Science and Technology (KAUST) in Saudi Arabia.
Ron Kimmel is a professor of Computer Science and Electrical and Computer Engineering at the Technion Israel Institute of Technology. He holds a D.Sc. degree in electrical engineering (1995) from the Technion, and was a post-doc at UC Berkeley and Berkeley Labs, and a visiting professor at Stanford University. He has worked in various areas of image and shape analysis in computer vision, image processing, and computer graphics. Kimmel's interest in recent years has been non-rigid shape processing and analysis, medical imaging, computational biometry, deep learning, numerical optimization of problems with a geometric flavor, and applications of metric and differential geometry. Kimmel is an author of two books, an editor of one, and an author of numerous articles. He is the founder of the Geometric Image Processing Lab, and a founder and advisor of several successful image processing and analysis companies.
Alex Bronstein is an Israeli computer scientist and serial technologist. He is a professor of Computer Science and Machine Learning at Technion, where he holds the Dan Broida Academic Chair and the Schmidt Chair in Artificial Intelligence. He is also a fellow of the IEEE for his contribution to 3D imaging and geometry processing.
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