Asymptotically Optimal Exact Minibatch Metropolis-Hastings

Neural Information Processing Systems 

We propose a new exact minibatch MH method, TunaMH, which exposes a tunable trade-off between its batch size and its theoretically guaranteed convergence rate.

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