Characterizing limits and opportunities in speeding up Markov chain mixing

Author:

Apers Simon,Sarlette AlainORCID,Ticozzi Francesco

Funder

Université Libre de Bruxelles

Publisher

Elsevier BV

Subject

Applied Mathematics,Modelling and Simulation,Statistics and Probability

Reference62 articles.

1. The computational complexity of linear optics;Aaronson,2011

2. On the Markov chain simulation method for uniform combinatorial distributions and simulated annealing;Aldous;Probab. Engrg. Inform. Sci.,1987

3. Reversible Markov chains and random walks on graphs;Aldous,2002

4. Non-backtracking random walks mix faster;Alon;Commun. Contemp. Math.,2007

5. Accelerating consensus by spectral clustering and polynomial filters;Apers;IEEE Trans. Control Netw. Syst.,2017

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3. Minimal resources for exact simulation of quantum walks;2022 IEEE 61st Conference on Decision and Control (CDC);2022-12-06

4. Accelerating MCMC by Rare Intermittent Resets;Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering;2021

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