For symmetric target functions, chosen initial conditions in one-hidden-layer networks enable SGD to produce generalization guarantees, unlike random initialization.
Deep symmetry networks
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On Symmetry and Initialization for Neural Networks
For symmetric target functions, chosen initial conditions in one-hidden-layer networks enable SGD to produce generalization guarantees, unlike random initialization.