167 search results - page 3 / 34 » Speeeding Up Markov Chain Monte Carlo Algorithms |
CISS
2008
IEEE
14 years 1 days ago
2008
IEEE
— 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...
JMLR
2010
13 years 10 days ago
2010
Alternating Gibbs sampling is the most common scheme used for sampling from Restricted Boltzmann Machines (RBM), a crucial component in deep architectures such as Deep Belief Netw...
ICRA
2005
IEEE
13 years 11 months ago
2005
IEEE
— The problem of simultaneous localization and mapping has received much attention over the last years. Especially large scale environments, where the robot trajectory loops back...
ICC
2009
IEEE
14 years 9 days ago
2009
IEEE
— In this paper, we propose a novel low complexity soft-in soft-out (SISO) equalizer using the Markov chain Monte Carlo (MCMC) technique. Direct application of MCMC to SISO equal...
TCOM
2010
13 years 3 months ago
2010
—This paper examines near capacity performance of Markov Chain Monte Carlo (MCMC) detectors for multipleinput and multiple-output (MIMO) channels. The proposed MCMC detector (Log...