13 search results - page 3 / 3 » Sequential Monte Carlo Samplers for Dirichlet Process Mixtur... |
101
Voted
ICML
2009
IEEE
15 years 11 months ago
2009
IEEE
Semi-supervised learning (SSL), is classification where additional unlabeled data can be used to improve accuracy. Generative approaches are appealing in this situation, as a mode...
65
Voted
PSIVT
2007
Springer
15 years 4 months ago
2007
Springer
This paper considers the problem of Bayesian inference in dynamical models with time-varying dimension. These models have been studied in the context of multiple target tracking pr...
127
Voted
JCB
2008
14 years 10 months ago
2008
We present BayesMD, a Bayesian Motif Discovery model with several new features. Three different types of biological a priori knowledge are built into the framework in a modular fa...