35 citations · 143 across the 27 of their papers we have counts for
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stat.ML2016★ 2 cited
Post Training in Deep Learning with Last Kernel
Thomas Moreau, Julien Audiffren
One of the main challenges of deep learning methods is the choice of an appropriate training strategy. In particular, additional steps, such as unsupervised pre-training, have been…
stat.ML2016★ 13 cited
Understanding Trainable Sparse Coding via Matrix Factorization
Thomas Moreau, Joan Bruna
Sparse coding is a core building block in many data analysis and machine learning pipelines. Typically it is solved by relying on generic optimization techniques, that are optimal…