11.1k citations · 16.3k across the 88 of their papers we have counts for
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q-bio.QM2017
Cross-validation failure: small sample sizes lead to large error bars
Gaël Varoquaux
Predictive models ground many state-of-the-art developments in statistical brain image analysis: decoding, MVPA, searchlight, or extraction of biomarkers. The principled approach t…
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…