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metropolis-hastings sampler

5 papers

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markov chain monte carlo (5) normalizing flow (2) metropolis-hastings sampling (2) transport map (1) multimodal target (1) block proposal (1) adaptive mcmc (1) discrete variable (1) energy-based model (1) variational autoencoder (1)

Papers

On Sampling with Approximate Transport Maps ICML 2023 Adaptation of the Independent Metropolis-Hastings Sampler with Normalizing Flow Proposals AISTATS 2022 Oops I Took A Gradient: Scalable Sampling for Discrete Distributions ICML 2021 A New Approach to Probabilistic Programming Inference AISTATS 2014 Learning Stochastic Inverses NeurIPS 2013