2 papers
eess.SP2019
ProSper -- A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions
Georgios Exarchakis, Jörg Bornschein, Abdul-Saboor Sheikh +4
ProSper is a python library containing probabilistic algorithms to learn dictionaries. Given a set of data points, the implemented algorithms seek to learn the elementary component…
physics.chem-ph2018
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…