Articles with "one hidden" as a keyword



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Guaranteed Recovery of One-Hidden-Layer Neural Networks via Cross Entropy

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Published in 2020 at "IEEE Transactions on Signal Processing"

DOI: 10.1109/tsp.2020.2993153

Abstract: We study model recovery for data classification, where the training labels are generated from a one-hidden-layer neural network with sigmoid activations, also known as a single-layer feedforward network, and the goal is to recover the… read more here.

Keywords: layer neural; hidden layer; layer; cross entropy ... See more keywords