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stat.ML2016
Convergence of Contrastive Divergence with Annealed Learning Rate in Exponential Family
Bai Jiang, Tung-yu Wu, Wing H. Wong
In our recent paper, we showed that in exponential family, contrastive divergence (CD) with fixed learning rate will give asymptotically consistent estimates \cite{wu2016convergenc…
stat.ML2016★ 2 cited
Convergence of Contrastive Divergence Algorithm in Exponential Family
Bai Jiang, Tung-Yu Wu, Yifan Jin +1
The Contrastive Divergence (CD) algorithm has achieved notable success in training energy-based models including Restricted Boltzmann Machines and played a key role in the emergenc…