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Geoffrey E. Hinton

Affiliations: 
Computer Science University of Toronto, Toronto, ON, Canada 
Area:
machine learning
Website:
http://www.cs.toronto.edu/~hinton/
Google:
"Geoffrey Hinton"
Mean distance: 13.07 (cluster 17)
 		SNBCP
Cross-listing: Computer Science Tree

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Parents

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Hugh Christopher Longuet-Higgins grad student 1972-1975 Edinburgh University
Don Norman post-doc

Children

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Arjun Bharioke research assistant
Quaid Morris research assistant 1994-1996 University of Toronto
Blake Aaron Richards research assistant 2005-2006 University of Toronto
Jimmy Ba grad student University of Toronto
Suzanna Becker grad student University of Toronto
Virginia R. de Sa grad student University of Toronto
Danijar Hafner grad student
David C. Plaut grad student Carnegie Mellon
Ruslan Salakhutdinov grad student University of Toronto
Joshua M. Susskind grad student 2004- University of Toronto
David H. Ackley grad student 1987 Carnegie Mellon (Computer Science Tree)
Peter Brown grad student 1987 University of Toronto (Computer Science Tree)
Richard Szeliski grad student 1988 Carnegie Mellon (Computer Science Tree)
Kevin Lang grad student 1989 University of Toronto (Computer Science Tree)
Michelle Wahl Craig grad student 1991 University of Toronto
Conrad Galland grad student 1992 University of Toronto (Computer Science Tree)
Sidney Fels grad student 1994 University of Toronto (Computer Science Tree)
Radford Neal grad student 1994 University of Toronto (MathTree)
Tony A. Plate grad student 1994 University of Toronto
Christopher Williams grad student 1994 University of Toronto (Computer Science Tree)
Rich S. Zemel grad student 1994 University of Toronto
Lisa White grad student 1995 University of Toronto
Carl Rasmussen grad student 1996 University of Toronto (Computer Science Tree)
Ava ChiKwan To grad student 1996 University of Toronto
Brendan J. Frey grad student 1997 University of Toronto (Computer Science Tree)
Evan Steeg grad student 1997 University of Toronto (Computer Science Tree)
Radek Grzeszczuk grad student 1998 University of Toronto (Computer Science Tree)
Josh H. McDermott grad student 1998-2000 UCL
Marco Buiatti grad student 2001 University of Toronto
Andrew Brown grad student 2002 University of Toronto (Computer Science Tree)
Steve S. Oore grad student 2002 University of Toronto
Brian Sallans grad student 2002 University of Toronto (Computer Science Tree)
Alberto Paccanaro grad student 1996-2002 University of Toronto
Yee W. Teh grad student 2003 University of Toronto
Simon Osindero grad student 2004 University of Toronto (Computer Science Tree)
Nina Thiessen grad student 2004 University of Toronto
Roland Memisevic grad student 2007 University of Toronto (Computer Science Tree)
Andriy Mnih grad student 2009 University of Toronto (Computer Science Tree)
Graham Taylor grad student 2009 University of Toronto (Computer Science Tree)
Martin Renqiang Min grad student 2010 University of Toronto
Vinod Nair grad student 2004-2010 University of Toronto (Computer Science Tree)
Ilya Sutskever grad student 2012 University of Toronto
Volodymyr Mnih grad student 2013 University of Toronto
Vlad Mnih grad student 2013 University of Toronto
Navdeep Jaitly grad student 2014 University of Toronto
Abdel-rahman Mohamed grad student 2014 University of Toronto
Tijmen Tieleman grad student 2014 University of Toronto
George Dahl grad student 2015 University of Toronto
(Charlie) Yichuan Tang grad student 2015 University of Toronto
Nitish Srivastava grad student 2016 University of Toronto
Peter Dayan post-doc University of Toronto
Zoubin Ghahramani post-doc University of Toronto
Mike Mozer post-doc University of Toronto
Sam T. Roweis post-doc UCL
David Touretzky post-doc University of Toronto
Ray Watrous post-doc University of Toronto
Yann LeCun post-doc 1987-1988 University of Toronto
Michael C. Mozer post-doc 1987-1988 University of Toronto (MathTree)
Ryan P. Adams post-doc 2009-2011 University of Toronto
Simon Kornblith research scientist 2017- Google

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Publications

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Azizi S, Culp L, Freyberg J, et al. (2023) Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging. Nature Biomedical Engineering
Lillicrap TP, Santoro A, Marris L, et al. (2020) Backpropagation and the brain. Nature Reviews. Neuroscience
LeCun Y, Bengio Y, Hinton G. (2015) Deep learning. Nature. 521: 436-44
Ranzato M’, Hinton G, LeCun Y. (2015) Guest Editorial: Deep Learning International Journal of Computer Vision. 113: 1-2
Hinton G. (2014) Where do features come from? Cognitive Science. 38: 1078-1101
Sarikaya R, Hinton GE, Deoras A. (2014) Application of deep belief networks for natural language understanding Ieee Transactions On Audio, Speech and Language Processing. 22: 778-784
Srivastava N, Hinton G, Krizhevsky A, et al. (2014) Dropout: A simple way to prevent neural networks from overfitting Journal of Machine Learning Research. 15: 1929-1958
Ranzato M, Mnih V, Susskind JM, et al. (2013) Modeling natural images using gated MRFs. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2206-22
Ranzato M, Mnih V, Susskind JM, et al. (2013) Modeling Natural Images Using Gated MRFs. Ieee Transactions On Pattern Analysis and Machine Intelligence
Graves A, Mohamed AR, Hinton G. (2013) Speech recognition with deep recurrent neural networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6645-6649
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