11.1k citations · 16.3k across the 88 of their papers we have counts for
Showing 2018 · stat.MLShow all
2 papers · 2 filters
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…