878 search results - page 47 / 176 » Continuous Gaussian Mixture Modeling |
127
Voted
UAI
2000
15 years 3 months ago
2000
In this paper we address the problem of learning the structure of a Bayesian network in domains with continuous variables. This task requires a procedure for comparing different c...
113
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Many clustering algorithms fail when dealing with high dimensional data. Principal component analysis (PCA) is a popular dimensionality reduction algorithm. However, it assumes a ...
122
Voted
ICASSP
2011
IEEE
14 years 6 months ago
2011
IEEE
This paper considers the blind separation of the harmonic and percussive components of multichannel music signals. We model the contribution of each source to all mixture channels...
111
Voted
NIPS
2007
15 years 4 months ago
2007
We propose a Gaussian process (GP) framework for robust inference in which a GP prior on the mixing weights of a two-component noise model augments the standard process over laten...
121
Voted
NIPS
2004
15 years 4 months ago
2004
In the analysis of natural images, Gaussian scale mixtures (GSM) have been used to account for the statistics of filter responses, and to inspire hierarchical cortical representat...