63.6k citations · 66.4k across the 51 of their papers we have counts for
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stat.ML2017★ 32 cited
Learning Neural Representations of Human Cognition across Many fMRI Studies
Arthur Mensch, Julien Mairal, Danilo Bzdok +2
Cognitive neuroscience is enjoying rapid increase in extensive public brain-imaging datasets. It opens the door to large-scale statistical models. Finding a unified perspective for…
stat.ML2017★ 31 cited
Stochastic Subsampling for Factorizing Huge Matrices
Arthur Mensch, Julien Mairal, Bertrand Thirion +1
We present a matrix-factorization algorithm that scales to input matrices with both huge number of rows and columns. Learned factors may be sparse or dense and/or non-negative, whi…