The Latent Bernoulli-Gauss Model for Data Analysis

Details The Latent Bernoulli-Gauss Model for Data Analysis The Latent Bernoulli-Gauss Model for Data Analysis

2010-07-05

arxiv.org/abs/1007.0660v1

Computer Science

Learning

Scientific paper

We present a new latent-variable model employing a Gaussian mixture
integrated with a feature selection procedure (the Bernoulli part of the model)
which together form a "Latent Bernoulli-Gauss" distribution. The model is
applied to MAP estimation, clustering, feature selection and collaborative
filtering and fares favorably with the state-of-the-art latent-variable models.

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