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BIOINFORMATICS
2008
148views more  BIOINFORMATICS 2008»
13 years 4 months ago
Bayesian inference of the sites of perturbations in metabolic pathways via Markov chain Monte Carlo
Bayu Jayawardhana, Douglas B. Kell, Magnus Rattray
UAI
2001
13 years 6 months ago
Markov Chain Monte Carlo using Tree-Based Priors on Model Structure
We present a general framework for defining priors on model structure and sampling from the posterior using the Metropolis-Hastings algorithm. The key ideas are that structure pri...
Nicos Angelopoulos, James Cussens
DCC
2010
IEEE
13 years 11 months ago
An MCMC Approach to Lossy Compression of Continuous Sources
Motivated by the Markov chain Monte Carlo (MCMC) relaxation method of Jalali and Weissman, we propose a lossy compression algorithm for continuous amplitude sources that relies on...
Dror Baron, Tsachy Weissman
SAC
2012
ACM
12 years 9 days ago
Decrypting classical cipher text using Markov chain Monte Carlo
In this paper, we present the use of Markov Chain Monte Carlo (MCMC) methods to attack the classical ciphers. We use frequency analysis as our basic tool. First we investigate the...
Jian Chen, Jeffrey S. Rosenthal

Tutorial
1525views
15 years 3 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