Sciweavers

85 search results - page 5 / 17
» Latent-Space Variational Bayes
Sort
View
DAGSTUHL
2007
13 years 9 months ago
Variational Bayes via Propositionalization
d abstract) Taisuke SATO, Yoshitaka KAMEYA, and Kenichi KURIHARA Tokyo Institute of Technology 2-12-1 ˆOokayama Meguro-ku Tokyo Japan 152-8552
Taisuke Sato, Yoshitaka Kameya, Kenichi Kurihara
NIPS
2003
13 years 8 months ago
Variational Linear Response
A general linear response method for deriving improved estimates of correlations in the variational Bayes framework is presented. Three applications are given and it is discussed ...
Manfred Opper, Ole Winther
JMLR
2010
155views more  JMLR 2010»
13 years 2 months ago
Bayesian Gaussian Process Latent Variable Model
We introduce a variational inference framework for training the Gaussian process latent variable model and thus performing Bayesian nonlinear dimensionality reduction. This method...
Michalis Titsias, Neil D. Lawrence
ICRA
2006
IEEE
149views Robotics» more  ICRA 2006»
14 years 1 months ago
On Learning the Statistical Representation of a Task and Generalizing it to Various Contexts
— This paper presents an architecture for solving generically the problem of extracting the constraints of a given task in a programming by demonstration framework and the problem...
Sylvain Calinon, Florent Guenter, Aude Billard