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|doctoral_advisor = Geoffrey Hinton〔(Brendan Frey's Academic Genealogy )〕 |academic_advisors = |doctoral_students = |notable_students = |thesis_title = Graphical Models for Machine Learning and Digital Communication |thesis_year = 1997 |thesis_url = http://dl.acm.org/citation.cfm?id=289988 |known_for = |author_abbrev_bot = |author_abbrev_zoo = |influences = |influenced = |awards = |religion = |signature = |footnotes = |website = }} Brendan John Frey FRSC〔 (born 29 August 1968) is a Canadian-born machine learning and genome biology researcher, known mainly for his development of factor graphs, the wake-sleep algorithm for deep learning, and for using machine learning to model aspects of genome biology. He is currently CEO of Deep Genomics Inc and a Professor of Engineering and Medicine at the University of Toronto, Ontario, Canada. He was one of the first researchers to successfully train a deep neural network, was a pioneer in inventing message-passing algorithms, and co-developed the first computational model of splicing capable of identifying genetic determinants of disease.〔 ==Education== Frey studied computer engineering and physics at the University of Calgary (BSc 1990) and the University of Manitoba (MSc 1993), and then studied neural networks and graphical models as a doctoral candidate at the University of Toronto under the supervision of Geoffrey Hinton (PhD 1997). He was an invited participant of the Machine Learning program at the Isaac Newton Institute for Mathematical Sciences in Cambridge, UK (1997) and was a Beckman Fellow at the University of Illinois at Urbana Champaign (1998).〔 抄文引用元・出典: フリー百科事典『 ウィキペディア（Wikipedia）』 ■ウィキペディアで「Brendan Frey」の詳細全文を読む スポンサード リンク
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