k-Sparse Autoencoders

19 Dec 2013Alireza MakhzaniBrendan Frey

Recently, it has been observed that when representations are learnt in a way that encourages sparsity, improved performance is obtained on classification tasks. These methods involve combinations of activation functions, sampling steps and different kinds of penalties... (read more)

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