45 citations · 139 across the 9 of their papers we have counts for
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stat.ML2020★ 30 cited
Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization
Benjamin Aubin, Florent Krzakala, Yue M. Lu +1
We consider a commonly studied supervised classification of a synthetic dataset whose labels are generated by feeding a one-layer neural network with random iid inputs. We study th…
stat.ML2020★ 1 cited
Tree-AMP: Compositional Inference with Tree Approximate Message Passing
Antoine Baker, Benjamin Aubin, Florent Krzakala +1
We introduce Tree-AMP, standing for Tree Approximate Message Passing, a python package for compositional inference in high-dimensional tree-structured models. The package provides…