An Efficient Minibatch Acceptance Test for Metropolis-Hastings

Daniel Seita, Xinlei Pan, Haoyu Chen +1

We present a novel Metropolis-Hastings method for large datasets that uses small expected-size minibatches of data. Previous work on reducing the cost of Metropolis-Hastings tests…