Speaker: Arnulf, Jentzen Title: A mathematical introduction to deep learning Provisional plan for the lectures: 1) Rigorous mathematical descriptions for artificial neural networks (ANNs) 2) One-dimensional ANN approximation results 3) High-dimensional ANN approximation results 4) Full error analysis for deep supervised learning The time plan is roughly speaking: 1--3: first 45 minutes 4--5: second 45 minutes