I am looking for highly motivated students, with a strong background in probability, statistics, linear algebra, and programming. Reach out to me if you are interested (and refer to this paragraph below in your email) in pursuing a PhD with me on topics in Theory and Foundations of Machine Learning, that you think will also be of interest to me. In your email, please describe your past work, an ideal project you would like to work on in your first year, and why it may be interesting to me.

Some topics I am personally interested in are

  • Trustworthy Machine Learning including differential privacy, robustness, certification, fairness etc. and
  • Learning with limited and imperfect data including unlabelled data, noisy data, and under distribution shift.
See below for specific funded positions starting in 2024. If you already have funding or are interested in co-supervision by me, please reach out to me by email.

Available Positions

Deadline: March, 2024

If you are interested in working on the topics mentioned above with me, you can apply to the Danish Data Science Academy (DDSA) PhD Fellowship . It is a highly prestigious scholarship.