A Note on Deep Variational Models for Unsu-


Recently, the Gaussian Mixture Variational Autoencoder (GMVAE) has been introduced to handle unsupervised clustering (Dilokthanakul et al., 2016). However, the existing formulation requires the introduction of the free bits term into the objective function in order to overcome the effects of the uniform prior imposed on the latent categorical variable. By… (More)


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