Recent advances in theoretical machine learning
This is a weekly meeting / reading group of the TFAI group, where we discuss new papers and occasionally have invited talks.
Everyone in TUM (and beyond) is welcome to join. Just come to the venue at the specified time. Please introduce yourself if you are joining for the first time. For best experience, read the paper before the meeting.
Time and place
Fridays 10:00-11:30
Most meeting take place only in-person in Room 03.11.058
Occasionally (specified below), online participation is possible via BBB
Upcoming meetings
24.04. Thesis presentations.
- Julia Kirzinger (10:00): Spectral estimation of hyperbolic geometric graphs
- Michael Timothy (10:30): Identifiability in Self-Supervised Learning: Optimal Augmentations and Moment Matching for Representation Learning
08.05 (at 10:00) Talk by Dr. Mahsa Taheri (University of Hamburg) on Non-asymptotic error bounds for probability flow ODEs under weak log-concavity
TBA. Paper reading: A mathematical perspective on Transformers
TBA. Tutorial on the paper Computational Complexity of Statistics: New Insights from Low-Degree Polynomials