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sparse function (1) mean-field regime (1) two-layer neural network (1) linear methods (1) sample complexity (1) global convergence (1) stochastic gradient descent (1) neural tangent kernel (1)

Papers

The merged-staircase property: a necessary and nearly sufficient condition for SGD learning of sparse functions on two-layer neural networks COLT 2022