35 citations · 143 across the 27 of their papers we have counts for
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stat.ML2017★ 8 cited
Understanding the Learned Iterative Soft Thresholding Algorithm with 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, such as the Itera…
cs.LG2017★ 1 cited
DICOD: Distributed Convolutional Sparse Coding
Thomas Moreau, Laurent Oudre, Nicolas Vayatis
In this paper, we introduce DICOD, a convolutional sparse coding algorithm which builds shift invariant representations for long signals. This algorithm is designed to run in a dis…