15 search results - page 1 / 3 » Parallel multivariate slice sampling |
SAC
2011
ACM
12 years 7 months ago
2011
ACM
Slice sampling provides an easily implemented method for constructing a Markov chain Monte Carlo (MCMC) algorithm. However, slice sampling has two major drawbacks: (i) it requires...
JMLR
2010
12 years 11 months ago
2010
Many probabilistic models introduce strong dependencies between variables using a latent multivariate Gaussian distribution or a Gaussian process. We present a new Markov chain Mo...
BMCBI
2008
13 years 4 months ago
2008
Background: In many research areas it is necessary to find differences between treatment groups with several variables. For example, studies of microarray data seek to find a sign...
IPPS
2008
IEEE
13 years 11 months ago
2008
IEEE
Peer-to-peer (P2P) systems are slowly moving from application-specific architectures to a generic serviceoriented design framework. The idea is to allow a dynamic collection of P...
ICS
2007
Tsinghua U.
13 years 10 months ago
2007
Tsinghua U.
Observing the workload on a computer system during a short (but not too short) time interval may lead to distributions that are significantly different from those that would be o...