92 citations · 149 across the 6 of their papers we have counts for
Showing 2014Show all
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cs.LG2014★ 18 cited
Accurate and Conservative Estimates of MRF Log-likelihood using Reverse Annealing
Yuri Burda, Roger B. Grosse, Ruslan Salakhutdinov
Markov random fields (MRFs) are difficult to evaluate as generative models because computing the test log-probabilities requires the intractable partition function. Annealed import…
cs.SE2014
Testing MCMC code
Roger B. Grosse, David K. Duvenaud
Markov Chain Monte Carlo (MCMC) algorithms are a workhorse of probabilistic modeling and inference, but are difficult to debug, and are prone to silent failure if implemented naive…