The phase diagram of approximation rates for deep
neural networks
Dmitry Yarotsky Anton Zhevnerchuk
Skolkovo Institute of Science and Technology Skolkovo Institute of Science and Technology
d.yarotsky@skoltech.ru Anton.Zhevnerchuk@skoltech.ru
Abstract
We explore the phase diagram of approximation rates for deep neural networks
and prove several new theoretical results. In particular, we generalize the exist ...


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