Moritz Stargalla

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20242026

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Showing 2026 · cs.CCShow all

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cs.CC2026

Parameterized Complexity of $L_{p}$ -Lipschitz Constants for Input Convex Neural Networks and $L_{p}$ -Norm Maximization over Zonotopes

Aritra Das, Vincent Froese, Moritz Grillo +6

Lipschitz constants are a standard way to quantify the sensitivity of neural networks to small input perturbations, but computing them is difficult even for shallow ReLU networks.…

cs.CC2026

Tropical Circuits with Scalar Multiplication Gates

Christoph Hertrich, Moritz Stargalla

We study tropical circuits with scalar multiplication gates, that is, algebraic circuits whose gates implement $max$ , $+$ , or multiplication with a positive constant. For such cir…

Parameterized Complexity of Lp​-Lipschitz Constants for Input Convex Neural Networks and Lp​-Norm Maximization over Zonotopes

Tropical Circuits with Scalar Multiplication Gates

Parameterized Complexity of $L_{p}$ -Lipschitz Constants for Input Convex Neural Networks and $L_{p}$ -Norm Maximization over Zonotopes