4 citations · 4 across the 1 of their papers we have counts for
2 papers
stat.ML2019★ 4 cited
Learning step sizes for unfolded sparse coding
Pierre Ablin, Thomas Moreau, Mathurin Massias +1
Sparse coding is typically solved by iterative optimization techniques, such as the Iterative Shrinkage-Thresholding Algorithm (ISTA). Unfolding and learning weights of ISTA using…
stat.ML2017
Faster ICA under orthogonal constraint
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
Independent Component Analysis (ICA) is a technique for unsupervised exploration of multi-channel data widely used in observational sciences. In its classical form, ICA relies on m…