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20142019
most citedConvergence Rates for Hierarchical Gibbs Samplers

3 citations · 4 across the 4 of their papers we have counts for

collaborators

6 papers

math.PR2019★ 1 cited

Glauber dynamics on the Erdős-Rényi random graph

Frank den Hollander, Oliver Jovanovski

We investigate the effect of disorder on the Curie-Weiss model with Glauber dynamics. In particular, we study metastability for spin-flip dynamics on the Erdős-Rényi random graph $…

math.PR2016

Metastability on the hierarchical lattice

Frank den Hollander, Oliver Jovanovski

We study metastability for Glauber spin-flip dynamics on the -dimensional hierarchical lattice with hierarchical levels. Each vertex carries an Ising spin that can take the…

math.PR2016

Metastability for Glauber dynamics on random graphs

Sander Dommers, Frank den Hollander, Oliver Jovanovski +1

In this paper we study metastable behaviour at low temperature of Glauber spin-flip dynamics on random graphs. We fix a large number of vertices and randomly allocate edges accordi…

math.PR2015

Metastability for the Ising Model on the hypercube

Oliver Jovanovski

We consider Glauber dynamics for the low-temperature, ferromagnetic Ising Model set on the n-dimensional hypercube. We derive precise asymptotic results for the crossover time (the…

math.PR2014★ 3 cited

Convergence Rates for Hierarchical Gibbs Samplers

Oliver Jovanovski, Neal Madras

We establish some results for the rate of convergence in total variation of a Gibbs sampler to its equilibrium distribution. This sampler is motivated by a hierarchical Bayesian in…

math.PR2014

Convergence bound in total variation for an image restoration model

Oliver Jovanovski

We consider a stochastic image restoration model proposed by A. Gibbs (2004), and give an upper bound on the time it takes for a Markov chain defined by this model to be ε- close i…