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2017

New error bounds for deep networks using sparse grids

Montanelli, Hadrien, Du, Qiang

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We prove a theorem concerning the approximation of multivariate functions by deep ReLU networks.

We present new error estimates for which the curse of the dimensionality is lessened by establishing a connection with sparse grids.

New error bounds for deep networks using sparse grids · Around

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N. M. Korobov
1959
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C. Zenger
Original
1991
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H. N. Mhaskar
1996
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