Author

Christoph Plate

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Review Sep 2026

Optimization with Region-Reduced ReLU Neural Networks

This work proposes a novel \emph{region-reduced} model compression approach that combines the stabilization of unstable neurons and the merging of redundant neurons to reduce the number of linear regions while maintaining predictive accuracy through error compensation.

Christoph Plate, C. Ganzer, Mirko Hahn et al. · 0 citations

Preprint Oct 2026

CorleoneGame: A library of biological dynamic games with a companion Julia solver

Biological agents, from regulatory modules and microbial strains to organisms and populations, act on a common environment while each responds to its own costs, benefits, and limits. A dynamic game makes such interactions explicit by assigning who controls which decision, what each participant values, and which restric...

Sebastian Sager, Christoph Plate, Julius Martensen et al. · 0 citations