Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization. - Michael Volpp; Lukas P. Fröhlich; Kirsten Fischer; Andreas Doerr; Stefan Falkner; Frank Hutter; Christian Daniel (ICLR, 2020)

Optimal signal propagation in ResNets through residual scaling. - Kirsten Fischer; David Dahmen; Moritz Helias (CoRR, 2023)

Critical feature learning in deep neural networks. - Kirsten Fischer; Javed Lindner; David Dahmen; Zohar Ringel; Michael Krämer; Moritz Helias (ICML, 2024)

From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning. - Noa Rubin; Kirsten Fischer; Javed Lindner; David Dahmen; Inbar Seroussi; Zohar Ringel; Michael Krämer; Moritz Helias (CoRR, 2025)