Mathematical topics in machine learning (MAC-MIGS Research Afternoon)

3rd June 2021

Mathematical topics in machine learning

The workshop will take place on the 3rd June online.

Speakers and titles:

1pm Arnulf Jentzen (Muenster) Overcoming the curse of dimensionality: from nonlinear Monte Carlo to deep learning
1.45pm Gabriel Stoltz (Paris) Machine learning for coarse-graining molecular systems
2.30-3pm Discussion
3pm Eric Vanden-Eijnden (New York) Promises and Challenges of Machine Learning in Scientific Computing
3.45pm Carola-Bibiane Schoenlieb (Cambridge) Structure preserving deep learning

Organiser: Ben Leimkuhler and Tiffany Vlaar