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Browsing by Author "Kroon, Steve"

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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
No evidence for extensions to the standard cosmological model

Author: Heavens, A ; Fantaye, Y ; Sellentin, E ; Eggers, H ; Hosenie, Z ; Kroon, Steve ; Mootoovaloo, A Date: Sep 2017 We compute the Bayesian Evidence for models considered in the main analysis of Planck cosmic microwave background data. By utilising carefully-defined nearest-neighbour distances in parameter space, we reuse the Monte Carlo Markov Chains ... Read more

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Browsing by Author "Kroon, Steve"

Browsing by Author "Kroon, Steve"

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