270 search results - page 11 / 54 » Hierarchical Gaussian process latent variable models |
98
Voted
ECML
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. In this paper we consider latent variable models and introduce a new U-likelihood concept for estimating the distribution over hidden variables. One can derive an estimat...
95
Voted
CORR
2006
Springer
14 years 11 months ago
2006
Springer
The estimation of linear causal models (also known as structural equation models) from data is a well-known problem which has received much attention in the past. Most previous wo...
117
Voted
JMLR
2011
14 years 6 months ago
2011
We consider the problem of improving the Gaussian approximate posterior marginals computed by expectation propagation and the Laplace method in latent Gaussian models and propose ...
CICLING
2007
Springer
15 years 5 months ago
2007
Springer
95
Voted
EACL
2006
ACL Anthology
15 years 1 months ago
2006
ACL Anthology
We propose models for semantic orientations of phrases as well as classification methods based on the models. Although each phrase consists of multiple words, the semantic orienta...