97 search results - page 4 / 20 » A Randomized Quasi-Monte Carlo Simulation Method for Markov ... |
ALENEX
2003
14 years 10 months ago
2003
Graph models for real-world complex networks such as the Internet, the WWW and biological networks are necessary for analytic and simulation-based studies of network protocols, al...
CISS
2008
IEEE
15 years 3 months 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...
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AAAI
2004
14 years 10 months ago
2004
Based on the probabilistic reformulation of principal component analysis (PCA), we consider the problem of determining the number of principal components as a model selection prob...
UAI
2001
14 years 10 months ago
2001
We present an iterative Markov chain Monte Carlo algorithm for computing reference priors and minimax risk for general parametric families. Our approach uses MCMC techniques based...
ICASSP
2010
IEEE
14 years 8 months ago
2010
IEEE
We consider Bayesian detection/classification of discrete random parameters that are strongly dependent locally due to some deterministic local constraint. Based on the recently ...