Random Function Descent. - Felix Benning; Leif Döring (NeurIPS, 2024)

Gradient Span Algorithms Make Predictable Progress in High Dimension. - Felix Benning; Leif Döring (CoRR, 2024)

In almost all shallow analytic neural network optimization landscapes, efficient minimizers have strongly convex neighborhoods. - Felix Benning; Steffen Dereich (CoRR, 2025)