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Results tagged with neural-networks
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user 172514
Questions related to mathematical aspects of neural networks including approximation properties, optimization, expressive power, algorithmic aspects etc.
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votes
Theoretical results on neural networks
The Representer Theorem by Michael Unser has recently unveiled explicit connections between deep NNs (using ReLUs as nonlinearities I believe) and splines.
One core idea is that both the linear operat …