IEEE - Institute of Electrical and Electronics Engineers, Inc. - On Optimizing the Arithmetic Precision of MCMC Algorithms

2013 IEEE 21st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)

Author(s): Grigorios Mingas ; Farhan Rahman ; Christos-Savvas Bouganis
Sponsor(s): IEEE Comput. Soc.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2013
Conference Location: Seattle, WA, USA
Conference Date: 28 April 2013
Page(s): 181 - 188
ISBN (Electronic): 978-0-7695-4969-9
ISBN (Paper): 978-1-4673-6005-0
DOI: 10.1109/FCCM.2013.31
Regular:

Markov Chain Monte Carlo (MCMC) is an ubiquitous stochastic method, used to draw random samples from arbitrary probability distributions, such as the ones encountered in Bayesian inference. MCMC... View More

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