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Hinton, Geoffrey Everest

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Author ID: hinton.geoffrey-e Recent zbMATH articles by "Hinton, Geoffrey Everest"
Published as: Hinton, Geoffrey E.; Hinton, Geoffrey; Hinton, G. E.
Homepage: http://www.cs.toronto.edu/~hinton/
External Links: MGP · Wikidata · Google Scholar · dblp · GND · IdRef
Awards: Turing Award (2018)
Documents Indexed: 26 Publications since 1986
1 Contribution as Editor
Biographic References: 1 Publication
Co-Authors: 28 Co-Authors with 26 Joint Publications
212 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

24 Publications have been cited 1,505 times in 1,250 Documents Cited by Year
Learning representations by back-propagating errors. Zbl 1369.68284
Rumelhart, David E.; Hinton, Geoffrey E.; Williams, Ronald J.
401
1986
Reducing the dimensionality of data with neural networks. Zbl 1226.68083
Hinton, G. E.; Salakhutdinov, R. R.
215
2006
Dropout: a simple way to prevent neural networks from overfitting. Zbl 1318.68153
Srivastava, Nitish; Hinton, Geoffrey; Krizhevsky, Alex; Sutskever, Ilya; Salakhutdinov, Ruslan
214
2014
Visualizing data using t-SNE. Zbl 1225.68219
van der Maaten, Laurens; Hinton, Geoffrey
165
2008
A fast learning algorithm for deep belief nets. Zbl 1106.68094
Hinton, Geoffrey E.; Osindero, Simon; Teh, Yee-Whye
153
2006
Training products of experts by minimizing contrastive divergence. Zbl 1010.68111
Hinton, Geoffrey E.
129
2002
A view of the EM algorithm that justifies incremental, sparse, and other variants. Zbl 0916.62019
Neal, Radford M.; Hinton, Geoffrey E.
106
1998
An efficient learning procedure for deep Boltzmann machines. Zbl 1247.68223
Salakhutdinov, Ruslan; Hinton, Geoffrey
33
2012
How learning can guide evolution. Zbl 0651.92015
Hinton, Geoffrey E.; Nowlan, Steven J.
20
1987
Using expectation-maximization for reinforcement learning. Zbl 0876.68090
Dayan, Peter; Hinton, Geoffrey E.
12
1997
Topographic product models applied to natural scene statistics. Zbl 1095.68648
Osindero, Simon; Welling, Max; Hinton, Geoffrey E.
10
2006
Energy-based models for sparse overcomplete representations. Zbl 1139.68401
Teh, Yee Whye; Welling, Max; Osindero, Simon; Hinton, Geoffrey E.
10
2004
Varieties of Helmholtz machine. Zbl 0862.68093
Dayan, Peter; Hinton, Geoffrey E.
7
1996
Parallel models of associative memory. Upd. ed. Zbl 0685.68013
4
1989
Learning to represent spatial transformations with factored higher-order Boltzmann machines. Zbl 1202.68317
Memisevic, Roland; Hinton, Geoffrey E.
4
2010
Deep, narrow sigmoid belief networks are universal approximators. Zbl 1161.68046
Sutskever, Ilya; Hinton, Geoffrey E.
4
2008
A hierarchical community of experts. Zbl 0928.68110
Sallans, Brian; Hinton, Geoffrey E.; Ghahramani, Zoubin
3
1999
Comparing classification methods for longitudinal fMRI studies. Zbl 1208.68193
Schmah, Tanya; Yourganov, Grigori; Zemel, Richard S.; Hinton, Geoffrey E.; Small, Steven L.; Strother, Stephen C.
3
2010
Visualizing non-metric similarities in multiple maps. Zbl 1238.68140
van der Maaten, Laurens; Hinton, Geoffrey
3
2012
A new learning algorithm for mean field Boltzmann machines. Zbl 1013.68639
Welling, Max; Hinton, Geoffrey E.
2
2002
Temporal-kernel recurrent neural networks. Zbl 1396.68105
Sutskever, Ilya; Hinton, Geoffrey
2
2010
Two distributed-state models for generating high-dimensional time series. Zbl 1280.68204
Taylor, Graham W.; Hinton, Geoffrey E.; Roweis, Sam T.
2
2011
Reinforcement learning with factored states and actions. Zbl 1222.68297
Sallans, Brian; Hinton, Geoffrey E.
2
2004
Split and merge EM algorithm for improving Gaussian mixture density estimates. Zbl 0965.68138
Ueda, Naonori; Nakano, Ryohei; Ghahramani, Zoubin; Hinton, Geoffrey E.
1
2000
Dropout: a simple way to prevent neural networks from overfitting. Zbl 1318.68153
Srivastava, Nitish; Hinton, Geoffrey; Krizhevsky, Alex; Sutskever, Ilya; Salakhutdinov, Ruslan
214
2014
An efficient learning procedure for deep Boltzmann machines. Zbl 1247.68223
Salakhutdinov, Ruslan; Hinton, Geoffrey
33
2012
Visualizing non-metric similarities in multiple maps. Zbl 1238.68140
van der Maaten, Laurens; Hinton, Geoffrey
3
2012
Two distributed-state models for generating high-dimensional time series. Zbl 1280.68204
Taylor, Graham W.; Hinton, Geoffrey E.; Roweis, Sam T.
2
2011
Learning to represent spatial transformations with factored higher-order Boltzmann machines. Zbl 1202.68317
Memisevic, Roland; Hinton, Geoffrey E.
4
2010
Comparing classification methods for longitudinal fMRI studies. Zbl 1208.68193
Schmah, Tanya; Yourganov, Grigori; Zemel, Richard S.; Hinton, Geoffrey E.; Small, Steven L.; Strother, Stephen C.
3
2010
Temporal-kernel recurrent neural networks. Zbl 1396.68105
Sutskever, Ilya; Hinton, Geoffrey
2
2010
Visualizing data using t-SNE. Zbl 1225.68219
van der Maaten, Laurens; Hinton, Geoffrey
165
2008
Deep, narrow sigmoid belief networks are universal approximators. Zbl 1161.68046
Sutskever, Ilya; Hinton, Geoffrey E.
4
2008
Reducing the dimensionality of data with neural networks. Zbl 1226.68083
Hinton, G. E.; Salakhutdinov, R. R.
215
2006
A fast learning algorithm for deep belief nets. Zbl 1106.68094
Hinton, Geoffrey E.; Osindero, Simon; Teh, Yee-Whye
153
2006
Topographic product models applied to natural scene statistics. Zbl 1095.68648
Osindero, Simon; Welling, Max; Hinton, Geoffrey E.
10
2006
Energy-based models for sparse overcomplete representations. Zbl 1139.68401
Teh, Yee Whye; Welling, Max; Osindero, Simon; Hinton, Geoffrey E.
10
2004
Reinforcement learning with factored states and actions. Zbl 1222.68297
Sallans, Brian; Hinton, Geoffrey E.
2
2004
Training products of experts by minimizing contrastive divergence. Zbl 1010.68111
Hinton, Geoffrey E.
129
2002
A new learning algorithm for mean field Boltzmann machines. Zbl 1013.68639
Welling, Max; Hinton, Geoffrey E.
2
2002
Split and merge EM algorithm for improving Gaussian mixture density estimates. Zbl 0965.68138
Ueda, Naonori; Nakano, Ryohei; Ghahramani, Zoubin; Hinton, Geoffrey E.
1
2000
A hierarchical community of experts. Zbl 0928.68110
Sallans, Brian; Hinton, Geoffrey E.; Ghahramani, Zoubin
3
1999
A view of the EM algorithm that justifies incremental, sparse, and other variants. Zbl 0916.62019
Neal, Radford M.; Hinton, Geoffrey E.
106
1998
Using expectation-maximization for reinforcement learning. Zbl 0876.68090
Dayan, Peter; Hinton, Geoffrey E.
12
1997
Varieties of Helmholtz machine. Zbl 0862.68093
Dayan, Peter; Hinton, Geoffrey E.
7
1996
Parallel models of associative memory. Upd. ed. Zbl 0685.68013
4
1989
How learning can guide evolution. Zbl 0651.92015
Hinton, Geoffrey E.; Nowlan, Steven J.
20
1987
Learning representations by back-propagating errors. Zbl 1369.68284
Rumelhart, David E.; Hinton, Geoffrey E.; Williams, Ronald J.
401
1986
all top 5

Cited by 3,261 Authors

9 Bengio, Yoshua
9 Hinton, Geoffrey Everest
9 Hyvärinen, Aapo
7 Koutsourelakis, Phaedon-Stelios
6 Karniadakis, George Em
6 Nadif, Mohamed
6 Sugiyama, Masashi
5 Bachoc, François
5 Fischer, Asja
5 Govaert, Gérard
5 Igel, Christian
4 Agliari, Elena
4 Baldi, Pierre
4 Gong, Maoguo
4 Ishii, Shin
4 Kalaba, Robert E.
4 Larochelle, Hugo
4 Liu, Li
4 Lu, Lu
4 Lücke, Jörg
4 Pearlmutter, Barak A.
4 Peters, Jan
4 Sejnowski, Terrence J.
4 Wüthrich, Mario Valentin
4 Xie, Yu
4 Zhang, Naimin
3 Barra, Adriano
3 Carlberg, Kevin T.
3 Chow, Tommy W. S.
3 Dayan, Peter
3 Dornaika, Fadi
3 Flynn, Thomas
3 Friston, Karl J.
3 Fukagata, Koji
3 Fukami, Kai
3 Gabrielli, Andrea
3 Getoor, Lise
3 Gutmann, Michael U.
3 Heskes, Tom M.
3 Huang, Deshuang
3 Ippel, L.
3 Jordan, Michael Irwin
3 Kaptein, Maurits Clemens
3 Khoo, Yuehaw
3 Kompella, Varun Raj
3 Kovachki, Nikola B.
3 Li, Xiaoli
3 Linderman, George C.
3 Liu, Xinwang
3 Liu, Yan
3 Luciw, Matthew
3 Maeda, Shin-Ichi
3 Mizraji, Eduardo
3 Montúfar, Guido F.
3 Moore, James E. II
3 Neumann, Gerhard
3 Pauwels, Edouard Jean Robert
3 Príncipe, José Carlos
3 Qiao, Junfei
3 Rao, Rajesh P. N.
3 Saul, Lawrence K.
3 Schmidhuber, Jürgen
3 Sexton, Randall S.
3 Shao, Ling
3 Steinerberger, Stefan
3 Stuart, Andrew M.
3 Suykens, Johan A. K.
3 Tang, Zedong
3 Titterington, D. Michael
3 Toh, Kar-Ann
3 Tran, Truyen
3 Tweed, Douglas B.
3 Vermunt, Jeroen K.
3 Yagawa, Genki
3 Zabaras, Nicholas J.
3 Zhang, Kai
3 Zhong, Guoqiang
3 Zhou, Dingxuan
3 Zhu, Song-Chun
2 Amari, Shun-ichi
2 Babenko, Mikhail
2 Balakrishnan, Nagraj
2 Ban, Jungchao
2 Banerjee, Arindam
2 Banerjee, Sudipto
2 Becker, Suzanna
2 Bemporad, Alberto
2 Bersini, Hugues
2 Bilionis, Ilias
2 Birattari, Mauro
2 Black, Michael J.
2 Blanca, Antonio
2 Bolte, Jérôme
2 Bontempi, Gianluca
2 Brandman, David M.
2 Brox, Thomas
2 Brunton, Steven L.
2 Bubba, Tatiana A.
2 Cancino Chacón, Carlos Eduardo
2 Carbonneau, Alexandre
...and 3,161 more Authors
all top 5

Cited in 259 Serials

128 Neural Computation
66 Neural Networks
55 Machine Learning
37 Computer Methods in Applied Mechanics and Engineering
35 Journal of Machine Learning Research (JMLR)
32 Journal of Computational Physics
31 Information Sciences
27 Pattern Recognition
24 European Journal of Operational Research
24 Computational Statistics and Data Analysis
21 International Journal of Computer Vision
16 Mathematical Problems in Engineering
16 Data Mining and Knowledge Discovery
15 Biological Cybernetics
14 Artificial Intelligence
13 Journal of Theoretical Biology
12 Applied Mathematics and Computation
12 International Journal of Approximate Reasoning
12 Algorithms
12 Statistics and Computing
12 SIAM Journal on Mathematics of Data Science
11 Journal of Statistical Mechanics: Theory and Experiment
10 Applied Mathematical Modelling
10 The Annals of Applied Statistics
9 Fuzzy Sets and Systems
9 Soft Computing
9 Mathematical Biosciences and Engineering
9 Computational & Mathematical Methods in Medicine
8 Chaos, Solitons and Fractals
8 Theoretical Computer Science
8 Mathematical and Computer Modelling
8 Journal of Computational and Graphical Statistics
7 Computers and Fluids
7 Automatica
7 Annals of Operations Research
7 Journal of Global Optimization
7 Annals of Mathematics and Artificial Intelligence
7 Chaos
7 Computational Geosciences
7 International Journal of Wavelets, Multiresolution and Information Processing
7 Mathematical Geosciences
7 Computer Science Review
6 Journal of Fluid Mechanics
6 Journal of the Franklin Institute
6 Physics Letters. A
6 Journal of the American Statistical Association
6 Multidimensional Systems and Signal Processing
6 The Journal of Artificial Intelligence Research (JAIR)
6 Complexity
6 Quantitative Finance
6 SIAM Journal on Imaging Sciences
5 International Journal of Systems Science
5 Journal of Statistical Physics
5 Physica D
5 Computational Statistics
5 Applied and Computational Harmonic Analysis
5 Communications in Computational Physics
5 Statistical Analysis and Data Mining
4 Computers & Mathematics with Applications
4 Physica A
4 Physics Reports
4 Psychometrika
4 Bulletin of Mathematical Biology
4 The Annals of Statistics
4 International Journal of Production Research
4 Statistical Science
4 Computers & Operations Research
4 Computational Mechanics
4 Journal of Mathematical Imaging and Vision
4 Cybernetics and Systems Analysis
4 International Journal of Applied Mathematics and Computer Science
4 Journal of Control Science and Engineering
3 International Journal of General Systems
3 International Journal of Theoretical Physics
3 Inverse Problems
3 Computing
3 Journal of Mathematical Psychology
3 Journal of Statistical Planning and Inference
3 Theoretical Population Biology
3 Computer Aided Geometric Design
3 Automation and Remote Control
3 Journal of Statistical Computation and Simulation
3 Proceedings of the National Academy of Sciences of the United States of America
3 SIAM Review
3 Advances in Engineering Software
3 Test
3 Journal of Computational Neuroscience
3 European Journal of Control
3 Discrete Dynamics in Nature and Society
3 Journal of Applied Statistics
3 European Journal of Mechanics. A. Solids
3 Journal of High Energy Physics
3 Scandinavian Actuarial Journal
3 Analysis and Applications (Singapore)
3 Advances in Data Analysis and Classification. ADAC
3 Journal of Physics A: Mathematical and Theoretical
3 Journal of Statistical Theory and Practice
3 Electronic Journal of Statistics
3 European Actuarial Journal
3 Bayesian Analysis
...and 159 more Serials
all top 5

Cited in 50 Fields

754 Computer science (68-XX)
362 Statistics (62-XX)
250 Biology and other natural sciences (92-XX)
117 Numerical analysis (65-XX)
111 Operations research, mathematical programming (90-XX)
68 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
68 Systems theory; control (93-XX)
48 Information and communication theory, circuits (94-XX)
47 Probability theory and stochastic processes (60-XX)
46 Mechanics of deformable solids (74-XX)
42 Fluid mechanics (76-XX)
37 Statistical mechanics, structure of matter (82-XX)
35 Combinatorics (05-XX)
32 Geophysics (86-XX)
30 Partial differential equations (35-XX)
21 Dynamical systems and ergodic theory (37-XX)
20 Quantum theory (81-XX)
13 Calculus of variations and optimal control; optimization (49-XX)
10 General and overarching topics; collections (00-XX)
9 Linear and multilinear algebra; matrix theory (15-XX)
6 Ordinary differential equations (34-XX)
6 Harmonic analysis on Euclidean spaces (42-XX)
6 Operator theory (47-XX)
6 Mechanics of particles and systems (70-XX)
5 Global analysis, analysis on manifolds (58-XX)
4 Real functions (26-XX)
4 Approximations and expansions (41-XX)
4 Functional analysis (46-XX)
4 Relativity and gravitational theory (83-XX)
3 History and biography (01-XX)
3 Algebraic geometry (14-XX)
3 Special functions (33-XX)
3 Differential geometry (53-XX)
3 Algebraic topology (55-XX)
3 Manifolds and cell complexes (57-XX)
3 Optics, electromagnetic theory (78-XX)
3 Classical thermodynamics, heat transfer (80-XX)
3 Astronomy and astrophysics (85-XX)
2 Mathematical logic and foundations (03-XX)
2 Number theory (11-XX)
2 Functions of a complex variable (30-XX)
1 Field theory and polynomials (12-XX)
1 Topological groups, Lie groups (22-XX)
1 Measure and integration (28-XX)
1 Potential theory (31-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Integral transforms, operational calculus (44-XX)
1 Integral equations (45-XX)
1 Convex and discrete geometry (52-XX)
1 General topology (54-XX)

Citations by Year

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