Author:Pretorius, Arnu; Kroon, Steve; Kamper, HermanDate:Jul 2018Denoising 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
Author:Heavens, A; Fantaye, Y; Sellentin, E; Eggers, H; Hosenie, Z; Kroon, Steve; Mootoovaloo, ADate:Sep 2017We 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