Deep Learning

Learning One-hidden-layer ReLU Networks via Gradient Descent
We prove theoretical guarantees of learning one-hidden-layer neural networks with ReLU activations.
Xiao Zhang, Yaodong Yu, Lingxiao Wang, Quanquan Gu
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Learning One-hidden-layer ReLU Networks via Gradient Descent