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…