Adam Oberman: “Contributions to deep learning using a mathematical approach: improved model unce...“

Mathematical Challenges and Opportunities for Autonomous Vehicles 2020 Workshop I: Individual Vehicle Autonomy: Perception and Control “Contributions to deep learning using a mathematical approach: improved model uncertainty, certified robust models, and faster training of Neural ODEs“ Adam Oberman - McGill University, Mathematics and Statistics Abstract: Deep learning is a hot area, but many of the results are empirical and short-lived. Experts in the area have asked for contributions from mathematics to