Measuring Sample Quality with Kernels

Jackson Gorham, Lester W. Mackey

Abstract: Approximate Markov chain Monte Carlo (MCMC) offers the promise of more rapid sampling at the cost of more biased inference. Since standard MCMC diagnostics fail to detect these biases, researchers ...