Our research group in the department of Mathematics and Computer Science at the University of Basel (Switzerland) is looking for several PhD candidates and one post-doc who have a theoretical background in optimization and machine learning or practical experience in the field of reasoning.

Insightful pair of blog posts by @stein.ke on #privacy amplification by subsampling: instead of running your privacy-preserving algo on the full dataset, run it on a random subset. Better!(?) Why, and what the limitations?

differentialprivacy.org/subsampling/
differentialprivacy.org/subsampling-...

Today @NeurIPSConf
2024 at 4.30pm: Loss Landscape Characterization of Neural Networks without Over-Parametrization.

West Ballroom A-D #6008

We propose a novel class of functions that characterize the loss landscape of deep models without requiring over-parametrization.

arxiv.org/pdf/2410.12455

Ever wondered why walking around museums is weirdly tiring? At normal speed our legs act like pendulums, swinging forward from the hip & saving us a huge amount of energy. In "museum shuffle" our muscles must do ALL the work of constant readjustment. So cake in the cafe is scientifically justified 🥳

Lots of snow in Switzerland this week-end! Even our usually reliable train system was caught by surprise.