13 search results - page 1 / 3 » Variational Bayes from the Primitive Initial Point for Gauss... |
ICONIP
2009
14 years 10 months ago
2009
108
Voted
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
We propose a variational bayes approach to the problem of robust estimation of gaussian mixtures from noisy input data. The proposed algorithm explicitly takes into account the un...
105
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ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
This paper 1 proposes a technique for simplifying a given Gaussian mixture model, i.e. reformulating the density in a more parcimonious manner, if possible (less Gaussian componen...
96
Voted
PR
2010
14 years 10 months ago
2010
Aggregating statistical representations of classes is an important task for current trends in scaling up learning and recognition, or for addressing them in distributed infrastruc...
110
Voted
PAMI
2008
15 years 11 days ago
2008
Variational Bayesian Expectation-Maximization (VBEM), an approximate inference method for probabilistic models based on factorizing over latent variables and model parameters, has ...