708 citations · 2.8k across the 48 of their papers we have counts for
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cs.LG2015★ 1 cited
Deep Haar Scattering Networks
Xiuyuan Cheng, Xu Chen, Stephane Mallat
An orthogonal Haar scattering transform is a deep network, computed with a hierarchy of additions, subtractions and absolute values, over pairs of coefficients. It provides a simpl…
cs.LG2015★ 20 cited
Quantum Energy Regression using Scattering Transforms
Matthew Hirn, Nicolas Poilvert, Stéphane Mallat
We present a novel approach to the regression of quantum mechanical energies based on a scattering transform of an intermediate electron density representation. A scattering transf…