87 citations · 107 across the 6 of their papers we have counts for
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cs.LG2018★ 16 cited
Kymatio: Scattering Transforms in Python
Mathieu Andreux, Tomás Angles, Georgios Exarchakis +15
The wavelet scattering transform is an invariant signal representation suitable for many signal processing and machine learning applications. We present the Kymatio software packag…
physics.chem-ph2018★ 87 cited
Solid Harmonic Wavelet Scattering for Predictions of Molecule Properties
Michael Eickenberg, Georgios Exarchakis, Matthew Hirn +2
We present a machine learning algorithm for the prediction of molecule properties inspired by ideas from density functional theory. Using Gaussian-type orbital functions, we create…