A condition-number-guided heuristic for pruning and rescaling hidden layers produces small feed-forward networks with competitive accuracy on MNIST and Adult Income data.
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Refining the Structure of Neural Networks Using Matrix Conditioning
A condition-number-guided heuristic for pruning and rescaling hidden layers produces small feed-forward networks with competitive accuracy on MNIST and Adult Income data.