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Michael Bronstein

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Michael Bronstein
Bronstein in 2019
Born
Tula, Russia
CitizenshipIsrael
Alma materTechnion
Known forGeometric deep learning
Non-rigid shape analysis
Intel RealSense technology
AwardsMAE 2020
Fellow BCS 2020
IEEE Fellow 2019
IAPR Fellow, 2018
Royal Society Wolfson Research Merit Award, 2018
Scientific career
FieldsComputer Science
InstitutionsUniversity of Oxford, Imperial College London, University of Lugano, Harvard University
Doctoral advisorRon Kimmel

Michael Bronstein (b. 1980) is an Israeli computer scientist and entrepreneur. He is a computer science professor at the University of Oxford and scientific director of Aithyra Institute[1] at the Vienna Biocenter in Austria.

Biography

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.[2]

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[3]), the Institute for Advanced Study at Technical University of Munich (as Rudolf Diesel industrial fellow, 2017-2019[4]) and the Institute for Advanced Study in Princeton (as visitor, 2020[5]).

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.[6][7] He served as Head of Graph Learning Research at Twitter between 2019 and 2023.

Work

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[8]), generalizing neural network architectures to manifolds and graphs. These methods have been applied to molecular design.

Public appearances

Awards

Bronstein is also the recipient of five ERC grants, two Google Faculty Research awards, and two Amazon AWS ML Research grants.[19]

Personal life

Bronstein is married with two children. He is the identical twin brother of Alex Bronstein.[citation needed]

Publications

  • "Numerical Geometry of Non-Rigid Shapes" (with Alex Bronstein and Ron Kimmel), Springer 2008.
  • "Geometric deep learning: going beyond Euclidean data" (with Yann Lecun, Joan Bruna, Arthur Szlam and Pierre Vandergheynst), IEEE Signal Processing Magazine 2017.

References

  1. ^ "Announcement of Aithyra Institute by the Austrian Academy of Sciences". 18 September 2024.
  2. ^ "Professor Michael Bronstein appointed as DeepMind Professor of Artificial Intelligence".
  3. ^ "Radcliffe fellows 2017-2018".
  4. ^ "TUM IAS alumni fellows".
  5. ^ "IAS Seminar on Theoretical Machine Learning, 2020". 25 October 2019.
  6. ^ Spangler, Todd (3 June 2019). "Twitter Buys Artificial-Intelligence Startup to Help Fight Spam, Fake News and Other Abuse". Variety. Retrieved 2019-06-08.
  7. ^ "Twitter Buys London Start-Up Fabula AI". Silicon UK. 3 June 2019. Retrieved 2019-06-08.
  8. ^ "An Idea From Physics Helps AI See in Higher Dimensions, Quanta Magazine 2020". 9 January 2020.
  9. ^ "ICLR 2021 Keynote - "Geometric Deep Learning: The Erlangen Programme of ML"". YouTube. 8 June 2021.
  10. ^ "AI-designed HyperFood against cancer, TEDx Lugano 2019". YouTube. 12 December 2019.
  11. ^ "How to Build an Intelligent Machine, World Economic Forum 2015". YouTube. 21 October 2015.
  12. ^ "Welcoming two new Turing AI World-Leading Researcher Fellows".
  13. ^ "Royal Academy of Engineering Silver Medals".
  14. ^ "AE Elected Members 2020".
  15. ^ "IEEE Fellow Class 2019" (PDF). Institute of Electrical and Electronics Engineers (IEEE). Archived from the original (PDF) on December 20, 2018.
  16. ^ "Cérémonie de remise des Prix Labels 2018 Dalle Molle".
  17. ^ "ACM Distinguished Speakers".
  18. ^ "WEF Young Scientists Class 2014" (PDF).
  19. ^ "Michael Bronstein-2020 Machine Learning Research Awards recipient". 10 August 2020.
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