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contrastive-divergence-algorithm

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bhavanajain / RBMs

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In summer 2017, I was an intern at the Purdue University working under Prof Bruno Ribeiro on improving the training of Restricted Boltzmann Machines. We used the Las Vegas transformation of Markov Chain Monte Carlo method to obtain better samples to estimate the negative phase of the gradient. The model trained via this method achieved a signifi…

restricted-boltzmann-machine lasvegas-algorithm monte-carlo-sampling contrastive-divergence-algorithm
  • Updated Dec 11, 2017

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