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Finally, we briefly discuss how to construct a robust version of the closely related mixture of factor analyzers.
To address this problem, we develop a novel joint learning model for classification, referred to as two-layer mixture of factor analyzers with joint factor loading (2L-MJFA).
Specifically, the model adopts a special two-layer mixture or a mixture of mixtures structure, where each component represents each specific class as a mixture of factor analyzers (MFA).
The manifold-CS model described above is known in statistics as a mixture of factor analyzers (MFA).
They model Gabor jet features statistically as a mixture of Gaussians in a lower-dimensional manifold, and to this end they use mixture of factor analyzers.
GMM are used to represent the non-Gaussian sources, in which case it is an example of a model known as a mixture of factor analyzers [10].
Similar(51)
Students choose their courses and institutions on the basis of a whole mixture of factors.
A vague mixture of factors — pressure from his fans; depression; alcoholism — slowed and then halted his composing in the mid-1930s.
To the scientists, it is a mixture of factors: everything from status to age, similarity, and pheromones.
He added that there was likely a complex mixture of factors contributing to the differences between the genders – related not only to physiological or biological factors, but society, too.
"There's a mixture of factors that come together during a World Cup tournament; many people drink, there is the emotional stress of the game, and there is a whole issue around competitiveness and testosterone levels.
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