2869 search results - page 1 / 574 » Metropolis-Hastings algorithms with adaptive proposals |
SAC
2008
ACM
13 years 10 months ago
2008
ACM
UAI
2001
14 years 6 days ago
2001
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...
AMAI
2008
Springer
13 years 11 months ago
2008
Springer
This paper presents and evaluates an approach to Bayesian model averaging where the models are Bayesian nets (BNs). Prior distributions are defined using stochastic logic programs...
CALCO
2011
Springer
12 years 10 months ago
2011
Springer
Abstract. We propose a probabilistic interpretation of a class of reversible communicating processes. The rate of forward and backward computing steps, instead of being given expli...
CEC
2010
IEEE
13 years 9 months ago
2010
IEEE
Abstract— We present a unifying framework for continuous optimization and sampling. This framework is based on Gaussian Adaptation (GaA), a search heuristic developed in the late...