Learning with Known Operators reduces Maximum Training Error Bounds

Andreas K. Maier, Christopher Syben, Bernhard Stimpel +7

We describe an approach for incorporating prior knowledge into machine learning algorithms. We aim at applications in physics and signal processing in which we know that certain op…