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Tutorial
1525views
15 years 6 months ago
Markov Chain Monte Carlo
This tutorial was held within the Maths Club at the University of Leeds Topics covered (briefly): Monte Carlo Integration Markov Chain Markov Chain Monte Carlo Sampling Metrop...
Dima Damen
FOCS
2006
IEEE
14 years 1 months ago
A Local Switch Markov Chain on Given Degree Graphs with Application in Connectivity of Peer-to-Peer Networks
We study a switch Markov chain on regular graphs, where switches are allowed only between links that are at distance 3; we call this the Flip. The motivation for studying the Flip...
Tomás Feder, Adam Guetz, Milena Mihail, Ami...
ECML
2005
Springer
14 years 28 days ago
Inducing Hidden Markov Models to Model Long-Term Dependencies
We propose in this paper a novel approach to the induction of the structure of Hidden Markov Models. The induced model is seen as a lumped process of a Markov chain. It is construc...
Jérôme Callut, Pierre Dupont
TCBB
2010
137views more  TCBB 2010»
13 years 2 months ago
The Metropolized Partial Importance Sampling MCMC Mixes Slowly on Minimum Reversal Rearrangement Paths
Markov chain Monte Carlo has been the standard technique for inferring the posterior distribution of genome rearrangement scenarios under a Bayesian approach. We present here a neg...
István Miklós, Bence Melykuti, Krist...