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Modeling Documents with Deep Boltzmann Machines
We introduce a Deep Boltzmann Machine model suitable for modeling and ex...
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On the Convergence of Bound Optimization Algorithms
Many practitioners who use the EM algorithm complain that it is sometime...
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Exploiting compositionality to explore a large space of model structures
The recent proliferation of richly structured probabilistic models raise...
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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...
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Ruslan R. Salakhutdinov
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