24 citations · 57 across the 10 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020★ 4 cited
Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry
Yossi Arjevani, Michael Field
We consider the optimization problem associated with fitting two-layers ReLU networks with respect to the squared loss, where labels are generated by a target network. We leverage…
cs.LG2020★ 7 cited
Symmetry & critical points for a model shallow neural network
Yossi Arjevani, Michael Field
We consider the optimization problem associated with fitting two-layer ReLU networks with hidden neurons, where labels are assumed to be generated by a (teacher) neural network…