125 citations · 237 across the 22 of their papers we have counts for
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cs.LG2019★ 5 cited
On the Principle of Least Symmetry Breaking in Shallow ReLU Models
Yossi Arjevani, Michael Field
We consider the optimization problem associated with fitting two-layer ReLU networks with respect to the squared loss, where labels are assumed to be generated by a target network.…
math.OC2019★ 6 cited
Lower Bounds for Non-Convex Stochastic Optimization
Yossi Arjevani, Yair Carmon, John C. Duchi +3
We lower bound the complexity of finding -stationary points (with gradient norm at most ) using stochastic first-order methods. In a well-studied model where algorithms acces…