On September 30, 2023, the International Workshop on Explainable and Interpretable Machine Learning (XI-ML) took place as part of the ECAI 2023, in Krakow, Poland. This workshop was organized by the Joint Lab of Prof. Dr. Martin Atzmüller and Prof. Dr. Marina Höhne together with Assoc. Prof. Tomáš Kliegr, University of Economics Prague and Prof. Dr. Ute Schmid, University of Bamberg.