Search Results for author: Alex Tang

Found 2 papers, 0 papers with code

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

no code implementations NeurIPS 2021 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 assumptions.

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