Moritz Stargalla

works on

convex neural networks 1 dynamic programming 1 exponential lower bounds 1 heuristic table construction 1 maxout neural networks 1 random access 1 scalar multiplication gates 1 static symbol table 1 string compression 1 tropical circuits 1

From the 2 of 9 linked papers with an AI index.

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cs.LG2026

Shallower ReLU Network Representations via Exact Linear Algebra

Kilian RueÃ, Gennadiy Averkov, Florestan Brunck +7

We prove that the maximum of $n$ real numbers is exactly representable by a ReLU network with two hidden layers for every $n \leq 10$ . The constructions are obtained by reducing the…