125 citations · 237 across the 22 of their papers we have counts for
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cs.LG2021
Equivariant bifurcation, quadratic equivariants, and symmetry breaking for the standard representation of
Yossi Arjevani, Michael Field
Motivated by questions originating from the study of a class of shallow student-teacher neural networks, methods are developed for the analysis of spurious minima in classes of gra…
cs.LG2021
Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II
Yossi Arjevani, Michael Field
We study the optimization problem associated with fitting two-layer ReLU neural networks with respect to the squared loss, where labels are generated by a target network. We make u…
math.OC2021★ 4 cited
Symmetry Breaking in Symmetric Tensor Decomposition
Yossi Arjevani, Joan Bruna, Michael Field +3
In this note, we consider the highly nonconvex optimization problem associated with computing the rank decomposition of symmetric tensors. We formulate the invariance properties of…