most citedFONDUE: an algorithm to find the optimal dimensionality of the latent representations of variational autoencoders

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cs.LG2022★ 1 cited

FONDUE: an algorithm to find the optimal dimensionality of the latent representations of variational autoencoders

Lisa Bonheme, Marek Grzes

When training a variational autoencoder (VAE) on a given dataset, determining the optimal number of latent variables is mostly done by grid search: a costly process in terms of com…