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CISS
2008
IEEE
16 years 1 months ago
Near optimal lossy source coding and compression-based denoising via Markov chain Monte Carlo
— We propose an implementable new universal lossy source coding algorithm. The new algorithm utilizes two wellknown tools from statistical physics and computer science: Gibbs sam...
Shirin Jalali, Tsachy Weissman
QEST
2006
IEEE
16 years 21 days ago
Lumping Markov Chains with Silent Steps
Jasen Markovski, Nikola Trcka
VALUETOOLS
2006
ACM
102views Hardware» more  VALUETOOLS 2006»
16 years 19 days ago
Exponential bounds and stopping rules for MCMC and general Markov chains
I. Kontoyiannis, Luis Alfonso Lastras-Montañ...