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cs.LG2018
Coulomb Autoencoders
Emanuele Sansone, Hafiz Tiomoko Ali, Sun Jiacheng
Learning the true density in high-dimensional feature spaces is a well-known problem in machine learning. In this work, we consider generative autoencoders based on maximum-mean di…
cs.LG2016
The Asymptotic Performance of Linear Echo State Neural Networks
Romain Couillet, Gilles Wainrib, Harry Sevi +1
In this article, a study of the mean-square error (MSE) performance of linear echo-state neural networks is performed, both for training and testing tasks. Considering the realisti…