85 search results - page 2 / 17 » Latent-Space Variational Bayes |
ML
2012
ACM
12 years 25 days ago
2012
ACM
Bayesian learning, widely used in many applied data-modeling problems, is often accomplished with approximation schemes because it requires intractable computation of the posterio...
KI
2009
Springer
13 years 11 months ago
2009
Springer
The article contributes a derivation of variational Bayes for a large class of topic models by generalising from the well-known model of latent Dirichcation. For an abstraction of ...
ICASSP
2010
IEEE
13 years 5 months ago
2010
IEEE
This paper presents the use of online Variational Bayes method for online Voice Activity Detection (VAD) in an unsupervised context. In conventional VAD, the final step often rel...
ICASSP
2008
IEEE
13 years 11 months ago
2008
IEEE
This paper addresses the problem of Voice Active Detection (VAD) in noisy environments. We introduce Variational Bayes approach to EM for classification to replace the heuristic ...
TFS
2010
12 years 12 months ago
2010
Abstract--This study, under the variational Bayes (VB) framework, infers the parameters of a Takagi