Fast Learning by Bounding Likelihoods in Sigmoid Type Belief Networks (1995)

Cached

Download Links

by Tommi Jaakkola , Lawrence K. Saul , Michael I. Jordan
Venue:Advances in Neural Information Processing Systems 8
Citations:21 - 2 self

Documents Related by Co-Citation

7069 Probabilistic Reasoning in Intelligent Systems – J Pearl - 1988
225 The Wake-Sleep Algorithm for Unsupervised Neural Networks – Geoffrey Hinton, Peter Dayan, Brendan J Frey, Radford M Neal - 1995
181 Connectionist learning of belief networks – R M Neal - 1992
194 The Helmholtz Machine – Peter Dayan, Geoffrey E. Hinton, Radford M. Neal, Richard S. Zemel - 1995
116 Mean Field Theory for Sigmoid Belief Networks – Lawrence K. Saul, Tommi Jaakkola, Michael I. Jordan - 1996
8058 Maximum likelihood from incomplete data via the EM algorithm – A. P. Dempster, N. M. Laird, D. B. Rubin - 1977
285 Learning and relearning in Boltzmann machines – G E Hinton, T J Sejnowski - 1986
766 A View Of The Em Algorithm That Justifies Incremental, Sparse, And Other Variants – Radford Neal, Geoffrey E. Hinton - 1998
567 Probabilistic Inference Using Markov Chain Monte Carlo Methods – Radford M. Neal - 1993
129 An introduction to latent variable models – B Everitt - 1984
53 Competition and multiple cause models – Peter Dayan, Richard S Zemel - 1995
79 Neuronal Architectures for Pattern-theoretic Problems – David Mumford - 1994
51 A Minimum Description Length Framework for Unsupervised Learning – Richard Zemel - 1993
120 Generative models for discovering sparse distributed representations – Geoffrey E. Hinton, Zoubin Ghahramani - 1997
144 A mean field theory learning algorithm for neural networks – C Peterson, J R Anderson - 1987
924 Emergence of simple-cell receptive field properties by learning a sparse code for natural images – B Olshausen, D J Field - 1996
112 Autoencoders, Minimum Description Length and Helmholtz Free Energy – Geoffrey E. Hinton, Richard S. Zemel - 1994
488 The Infinite Hidden Markov Model – Matthew J. Beal, Zoubin Ghahramani, Carl E. Rasmussen - 2002
3721 Stochastic relaxation, Gibbs distribution, and the Bayesian restoration of images – S Geman, D Geman - 1984