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Restricted Boltzmann Machines
Restricted Boltzmann Machines
PulseAugur coverage of Restricted Boltzmann Machines — every cluster mentioning Restricted Boltzmann Machines across labs, papers, and developer communities, ranked by signal.
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New bounds shown for restricted Boltzmann machine sampling
Researchers have demonstrated new mixing time bounds for the alternating-scan sampler applied to positively weighted restricted Boltzmann machines. The analysis, which leverages techniques from Markov chain theory and G…
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Researchers explore nonequilibrium dynamics to enhance unsupervised generative models
Researchers have demonstrated that nonequilibrium dynamics can enhance unsupervised generative modeling by inducing latent-state cycles. Their model, which uses visible and hidden variables with distinct transition matr…