most citedDeep Neural Networks Are Effective At Learning High-Dimensional Hilbert-Valued Functions From Limited Data

5 citations · 5 across the 1 of their papers we have counts for

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cs.LG2020★ 5 cited

Deep Neural Networks Are Effective At Learning High-Dimensional Hilbert-Valued Functions From Limited Data

Ben Adcock, Simone Brugiapaglia, Nick Dexter +1

Accurate approximation of scalar-valued functions from sample points is a key task in computational science. Recently, machine learning with Deep Neural Networks (DNNs) has emerged…