Testing MCMC code

16 Dec 2014Roger B. GrosseDavid 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 naively. We outline several strategies for testing the correctness of MCMC algorithms... (read more)

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