Deep learning, machine learning, dynamical systems, statistical learning theory, music information retrieval.
- Developing two new online courses on Tensorflow and Deep Learning for Coursera and the new online MSc in Machine Learning and Data Science
- Currently teaching the new Applied Mathematics MSc course Introduction to Machine Learning
- In autumn 2018 taught the Deep Learning course for mathematics PhD students (together with Pierre Richemond)
- Summer 2019 UROP project in deep learning for music audio classification
- Co-supervising MSc project on neural ordinary differential equations