Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems

Laura von Rueden, Sebastian Mayer, Katharina Beckh +11

Despite its great success, machine learning can have its limits when dealing with insufficient training data. A potential solution is the additional integration of prior knowledge…