63.6k citations · 66.4k across the 51 of their papers we have counts for
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stat.ML2018★ 9 cited
Approximate message-passing for convex optimization with non-separable penalties
Andre Manoel, Florent Krzakala, Gaël Varoquaux +2
We introduce an iterative optimization scheme for convex objectives consisting of a linear loss and a non-separable penalty, based on the expectation-consistent approximation and t…
stat.ML2018
Extracting representations of cognition across neuroimaging studies improves brain decoding
Arthur Mensch, Julien Mairal, Bertrand Thirion +1
Cognitive brain imaging is accumulating datasets about the neural substrate of many different mental processes. Yet, most studies are based on few subjects and have low statistical…