Training Products of Experts by Minimizing Contrastive Divergence

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Training Products of Experts by Minimizing Contrastive Divergence (2002)

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by Geoffrey E. Hinton

Citations:

850 - 75 self

Citations

5115	Stochastic Relaxation, Gibbs Distribution and the Bayesian Restoration of Images - Geman, Geman - 1984
1365	A maximum entropy approach to natural language processing - Berger, Pietra, et al. - 1996
408	Information processing in dynamical systems: Foundations of harmony theory. In - Smolensky - 1986
378	Learning structural descriptions from examples, in The psychology of computer vision, - Winston - 1975
340	Learning and relearning in Boltzmann machines - Hinton, Sejnowski - 1986
290	Combining probability distributions: A critique and an annotated bibliography: - Genest, Zidek - 1986
219	Connectionist learning of belief networks. - Neal - 1992
154	Mean field theory for sigmoid belief networks. - Saul, Jaakkola, et al. - 1996
117	Biologically plausible error-driven learning using local activation differences: The generalized recirculation algorithm. - O’Reilly - 1996
101	Unsupervised Learning of Distributions on Binary Vectors Using Two Layer Networks,” - Freund, Haussler - 1994
79	Using generative models for handwritten digit recognition. - Revow, Williams, et al. - 1996
44	J.L.: Learning representations by recirculation. In: - Hinton, McClelland - 1988
35	Bias/variance decompositions for likelihood-based estimators - Heskes - 1998
35	A hierarchical community of experts. - Hinton, Sallans, et al. - 1998
33	Learning Continuous Attractors in Recurrent Networks,” - Seung - 1997
33	T.: A Gradient-based Boosting Algorithm for Regression Problems. In: - Zemel, Pitassi - 2001
32	Rate-coded Restricted Boltzmann Machines for Face Recognition,” in - Teh, Hinton - 2001
31	Recognizing hand-written digits using hierarchical products of experts. - Mayraz, Hinton - 2001
17	The wake-sleep algorithm for self-organizing neural networks - Hinton, Dayan, et al. - 1995
9	Attractor dynamics in feedforward neural networks - Saul, Jordan - 2000
1	Using Generarive Models for Handwritten Digit Recognition - Revow, Williams, et al. - 1996
1	Training Products of Experts 1799 - Brown, Hinton - 2001