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20082026
most citedA Locally Corrected Multiblob Method with Hydrodynamically Matched Grids for the Stokes Mobility Problem

12 citations · 28 across the 15 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

math.NA2020

Smaller generalization error derived for a deep residual neural network compared to shallow networks

Aku Kammonen, Jonas Kiessling, Petr Plecháč +3

Estimates of the generalization error are proved for a residual neural network with random Fourier features layers $\bar z_{\ell+1}=\bar z_\ell + \mathrm{Re}\sum_{k=1}^K\bar b_…

math.NA2020

Adaptive random Fourier features with Metropolis sampling

Aku Kammonen, Jonas Kiessling, Petr Plecháč +2

The supervised learning problem to determine a neural network approximation with one hidden layer is studied…