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Modeling Documents with Deep Boltzmann Machines
We introduce a Deep Boltzmann Machine model suitable for modeling and ex...
09/26/2013 ∙ by Nitish Srivastava, et al. ∙
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On the Convergence of Bound Optimization Algorithms
Many practitioners who use the EM algorithm complain that it is sometime...
10/19/2012 ∙ by Ruslan R. Salakhutdinov, et al. ∙
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Exploiting compositionality to explore a large space of model structures
The recent proliferation of richly structured probabilistic models raise...
10/16/2012 ∙ by Roger Grosse, et al. ∙
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Improving neural networks by preventing co-adaptation of feature detectors
When a large feedforward neural network is trained on a small training s...
07/03/2012 ∙ by Geoffrey E. Hinton, et al. ∙
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