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11/21/2022
Improving multiple-try Metropolis with local balancing
Multiple-try Metropolis (MTM) is a popular Markov chain Monte Carlo meth...
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03/11/2020
Lifted samplers for partially ordered discrete state-spaces
A technique called lifting is employed in practice for avoiding that the...
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07/07/2018
Note on the convergence time of some non-reversible Markov chain Monte Carlo methods
Introduced in statistical physics, non-reversible Markov chain Monte Car...
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06/23/2018
On Markov chain Monte Carlo for sparse and filamentary distributions
A novel strategy that combines a given collection of reversible Markov k...
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04/06/2018
Computationally efficient inference for latent position network models
Latent position models are nowadays widely used for the analysis of netw...
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12/14/2017
Model comparison for Gibbs random fields using noisy reversible jump Markov chain Monte Carlo
The reversible jump Markov chain Monte Carlo (RJMCMC) method offers an a...
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10/11/2017