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Gareth O. Roberts

Differential privacy guarantees of Markov chain Monte Carlo algorithms

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Feb 24, 2025
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Stochastic Gradient Piecewise Deterministic Monte Carlo Samplers

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Jun 27, 2024
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Scalability of Metropolis-within-Gibbs schemes for high-dimensional Bayesian models

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Mar 14, 2024
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Stereographic Markov Chain Monte Carlo

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May 24, 2022
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Divide-and-Conquer Monte Carlo Fusion

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Oct 14, 2021
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Scalable inference for crossed random effects models

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Mar 26, 2018
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