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Learning dynamics of linear denoising autoencoders

Author: Pretorius, Arnu ; Kroon, Steve ; Kamper, Herman Date: Jul 2018 Denoising autoencoders (DAEs) have proven useful for unsupervised representation learning, but a thorough theoretical understanding is still lacking of how the input noise influences learning. Here we develop theory for how noise influences ... Read more

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Browsing by Subject "DAEs"

Browsing by Subject "DAEs"

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