-
1
-
-
33746600649
-
Reducing the dimensionality of data with neural networks
-
July
-
G. E. Hinton and R. R. Salakhutdinov, "Reducing the dimensionality of data with neural networks," Science, vol. 313, no. 5786, pp. 504-507, July 2006.
-
(2006)
Science
, vol.313
, Issue.5786
, pp. 504-507
-
-
Hinton, G.E.1
Salakhutdinov, R.R.2
-
5
-
-
84858735575
-
Learning in Markov random fields using tempered transitions
-
R. Salakhutdinov, "Learning in Markov random fields using tempered transitions," NIPS 2009, 2009.
-
(2009)
NIPS 2009
-
-
Salakhutdinov, R.1
-
6
-
-
0000329993
-
Information processing in dynamical systems: Foundations of harmony theory
-
foundations. Cambridge, MA, USA: MIT Press
-
P. Smolensky, "Information processing in dynamical systems: foundations of harmony theory," in Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations. Cambridge, MA, USA: MIT Press, 1986, pp. 194-281.
-
(1986)
Parallel Distributed Processing: Explorations in the Microstructure of Cognition
, vol.1
, pp. 194-281
-
-
Smolensky, P.1
-
7
-
-
0013344078
-
Training products of experts by minimizing contrastive divergence
-
August
-
G. E. Hinton, "Training products of experts by minimizing contrastive divergence," Neural Comp., vol. 14, no. 8, pp. 1771-1800, August 2002.
-
(2002)
Neural Comp.
, vol.14
, Issue.8
, pp. 1771-1800
-
-
Hinton, G.E.1
-
8
-
-
84862612564
-
On contrastive divergence learning
-
R. G. Cowell and Z. Ghahramani, Eds. Society for Artificial Intelligence and Statistics
-
M. A. Carreira-Perpiñ and G. Hinton, "On contrastive divergence learning," in Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, Jan 6-8, 2005, Savannah Hotel, Barbados, R. G. Cowell and Z. Ghahramani, Eds. Society for Artificial Intelligence and Statistics, 2005, pp. 33-40.
-
(2005)
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, Jan 6-8, 2005, Savannah Hotel, Barbados
, pp. 33-40
-
-
Carreira-Perpiñ, M.A.1
Hinton, G.2
-
9
-
-
28844454252
-
Parallel tempering: Theory, applications, and new perspectives
-
D. J. Earl and M. W. Deem, "Parallel tempering: Theory, applications, and new perspectives," Phys. Chem. Chem. Phys., vol. 7, no. 23, pp. 3910-3916, 2005.
-
(2005)
Phys. Chem. Chem. Phys.
, vol.7
, Issue.23
, pp. 3910-3916
-
-
Earl, D.J.1
Deem, M.W.2
-
10
-
-
0000273048
-
Annealed importance sampling
-
R. M. Neal, "Annealed importance sampling," Statistics and Computing, vol. 11, pp. 125-139, 1998.
-
(1998)
Statistics and Computing
, vol.11
, pp. 125-139
-
-
Neal, R.M.1
-
11
-
-
78651276374
-
-
Ph.D. dissertation, Massachusetts Institute of Technology
-
R. Salakhutdinov, "Learning deep generative models," Ph.D. dissertation, Massachusetts Institute of Technology, 2009.
-
(2009)
Learning Deep Generative Models
-
-
Salakhutdinov, R.1
-
14
-
-
79959451058
-
-
Dept. IRO, Universite de Montreal, Tech. Rep. 1345
-
G. Desjardins, A. Courville, Y. Bengio, P. Vincent, and O. Delalleau, "Tempered Markov chain Monte Carlo for training of restricted Boltzmann machines," Dept. IRO, Universite de Montreal, Tech. Rep. 1345, 2009.
-
(2009)
Tempered Markov Chain Monte Carlo for Training of Restricted Boltzmann Machines
-
-
Desjardins, G.1
Courville, A.2
Bengio, Y.3
Vincent, P.4
Delalleau, O.5
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