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Continuous Relaxations for Discrete Hamiltonian Monte Carlo

Published on 2013-01-142987 Views

Continuous relaxations play an important role in discrete optimization, but have not seen much use in approximate probabilistic inference. Here we show that a general form of the Gaussian Integral Tri

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Continuous Relaxations for Discrete Hamiltonian Monte Carlo00:00
The Gaussian Integral Trick00:46
The Convexity of Continuous Marginal02:17
Results on Node Marginal Estimation on Synthetic MRFs03:13