The objective of the IST seminar series Mathematics, Physics & Machine Learning \[(M ∪ Φ)∩ ML\] is bringing together mathematicians and physicists interested in machine learning (ML) with ML and AI experts interested in mathematics and physics, with the goals of introducing innovative Mathematics and Physics-inspired techniques in Machine Learning and, reciprocally, applying Machine Learning to problems in Mathematics and Physics.