most citedEfficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations

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cs.LG2021★ 1 cited

Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations

Pranjal Awasthi, Alex Tang, Aravindan Vijayaraghavan

We present polynomial time and sample efficient algorithms for learning an unknown depth-2 feedforward neural network with general ReLU activations, under mild non-degeneracy assum…