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