From Kinetic Theory to AI: a Rediscovery of High-Dimensional Divergences and Their Properties

Gennaro Auricchio, Giovanni Brigati, Paolo Giudici +1

Selecting an appropriate divergence measure is a critical aspect of machine learning, as it directly impacts model performance. Among the most widely used, we find the Kullback-Lei…