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Brendan Frey

Brendan Frey
Born
Brendan John Frey

(1968-08-29) 29 August 1968 (age 56)
Education
Known for
Awards
Scientific career
Fields
Institutions
ThesisGraphical Models for Machine Learning and Digital Communication (1997)
Doctoral advisorGeoffrey Hinton[3][4]
Websitewww.psi.toronto.edu/~frey/

Brendan John Frey FRSC[1] (born 29 August 1968) is a Canadian computer scientist, entrepreneur, and engineer. He is Founder and CEO of Deep Genomics,[7] Cofounder of the Vector Institute for Artificial Intelligence[7] and Professor of Engineering and Medicine at the University of Toronto.[8] Frey is a pioneer in the development of machine learning and artificial intelligence methods, their use in accurately determining the consequences of genetic mutations, and in designing medications that can slow, stop or reverse the progression of disease.[1]

As far back as 1995, Frey co-invented one of the first deep learning methods, called the wake-sleep algorithm, the affinity propagation algorithm for clustering and data summarization, and the factor graph notation for probability models. In the late 1990s, Frey was a leading researcher in the areas of computer vision, speech recognition, and digital communications.

  1. ^ a b c "Levente Diosady and Brendan Frey named fellows of the Royal Society of Canada - U of T Engineering News". U of T Engineering News. 2015-09-08. Retrieved 2015-11-19.
  2. ^ "Professor Brendan Frey John C. Polanyi Award". Ottawa: NSERC. 2016-06-28.
  3. ^ Brendan Frey at the Mathematics Genealogy Project
  4. ^ Brendan Frey's Academic Genealogy
  5. ^ "Brendan J. Frey". IEEE.
  6. ^ "Brendan J. Frey". Canadian Institute for Advanced Research. Archived from the original on 2015-11-20. Retrieved 2015-11-19.
  7. ^ a b Lohr, Steve (21 October 2018). "From Agriculture to Art — the A.I. Wave Sweeps In". The New York Times. Retrieved 2018-10-21.
  8. ^ "Donnelly Center Profile of Brendan Frey". Archived from the original on 2016-03-04. Retrieved 2015-11-21.

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