Ringing ReLUs: Harmonic Distortion Analysis of Nonlinear Feedforward Networks. - Christian H. X. Ali Mehmeti-Göpel; David Hartmann; Michael Wand 001 (ICLR, 2021)

Average Path Length: Sparsification of Nonlinearties Creates Surprisingly Shallow Networks. - Christian H. X. Ali Mehmeti-Göpel; Jan Disselhoff (CoRR, 2022)

Nonlinear Advantage: Trained Networks Might Not Be As Complex as You Think. - Christian H. X. Ali Mehmeti-Göpel; Jan Disselhoff (ICML, 2023)

Spreads in Effective Learning Rates: The Perils of Batch Normalization During Early Training. - Christian H. X. Ali Mehmeti-Göpel; Michael Wand 001 (CoRR, 2023)

On the Weight Dynamics of Deep Normalized Networks. - Christian H. X. Ali Mehmeti-Göpel; Michael Wand 001 (ICML, 2024)

ResNets Are Deeper Than You Think. - Christian H. X. Ali Mehmeti-Göpel; Michael Wand 001 (CoRR, 2025)