37 citations · 132 across the 6 of their papers we have counts for
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stat.ML2016★ 37 cited
Dictionary Learning for Massive Matrix Factorization
Arthur Mensch, Julien Mairal, Bertrand Thirion +1
Sparse matrix factorization is a popular tool to obtain interpretable data decompositions, which are also effective to perform data completion or denoising. Its applicability to la…
stat.ML2016★ 32 cited
Compressed Online Dictionary Learning for Fast fMRI Decomposition
Arthur Mensch, Gaël Varoquaux, Bertrand Thirion
We present a method for fast resting-state fMRI spatial decomposi-tions of very large datasets, based on the reduction of the temporal dimension before applying dictionary learning…