530 search results - page 22 / 106 » Dirichlet Process Mixtures of Generalized Linear Models |
192
Voted
ICASSP
2011
IEEE
14 years 11 months ago
2011
IEEE
We propose a new method for the blind separation of multiple binary signals from a single general nonlinear mixture. In addition to the usual independence assumption on the input ...
219
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ACL
2012
13 years 9 months ago
2012
We investigate the problem of acoustic modeling in which prior language-specific knowledge and transcribed data are unavailable. We present an unsupervised model that simultaneou...
198
Voted
FLAIRS
2010
15 years 9 months ago
2010
To specify a Bayes net (BN), a conditional probability table (CPT), often of an effect conditioned on its n causes, needs assessed for each node. Its complexity is generally expon...
173
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ICA
2007
Springer
15 years 11 months ago
2007
Springer
In a previous work, the authors have introduced a Mixture of Laplacians model in order to cluster the observed data into the sound sources that exist in an underdetermined two-sens...
225
Voted
NIPS
2004
15 years 8 months ago
2004
Capturing dependencies in images in an unsupervised manner is important for many image processing applications. We propose a new method for capturing nonlinear dependencies in ima...