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Classification of weak multi-view signals by sharing factors in a mixture of Bayesian group factor analyzers
We propose a novel classification model for weak signal data, building upon a recent model for Bayesian multi-view learning, Group Factor Analysis (GFA).
Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models
The future predictive performance of a Bayesian model can be estimated using Bayesian cross-validation.
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