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Arnaud Doucet

22

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193

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Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets.

2019 arXiv: Machine Learning
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The Bouncy Particle Sampler : A Nonreversible Rejection-Free Markov Chain Monte Carlo Method

2018 Journal of the American Statistical Association
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Hamiltonian Variational Auto-Encoder.

2018 arXiv: Learning
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Piecewise Deterministic Markov Processes for Scalable Monte Carlo on Restricted Domains.

2017 arXiv: Methodology
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Exponential Ergodicity of the Bouncy Particle Sampler

2017 arXiv: Computation
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Filtering Variational Objectives

2017 arXiv: Learning
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Particle Gibbs Split-Merge Sampling for Bayesian Inference in Mixture Models

2015 arXiv: Computation
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Expectation Particle Belief Propagation

2015 arXiv: Computation
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The Correlated Pseudo-Marginal Method

2015 arXiv: Computation
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The Bouncy Particle Sampler: A Non-Reversible Rejection-Free Markov Chain Monte Carlo Method

2015 arXiv: Methodology
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Citations (2)