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A Priori Estimates for Classification Problems Using Neural Networks by E, Weinan; Wojtowytsch, Stephan is a scholarly article available to read on EtoBox.

What is A Priori Estimates for Classification Problems Using Neural Networks about?

We consider binary and multi-class classification problems using hypothesis classes of neural networks. For a given hypothesis class, we use Rademacher complexity estimates and direct approximation theorems to obtain a priori error estimates for regularized loss functionals.

Author

E, Weinan; Wojtowytsch, Stephan

Published

2020

Language

EN