Kernel Ridge Regression for conformer ensembles made easy with Structured Orthogonal Random Features

Konstantin Karandashev

A computationally efficient protocol for machine learning in chemical space using Boltzmann ensembles of conformers as input is proposed; the method is based on rewriting Kernel Ri…