cs.CC · 2026-07-14 · No. 53
Computational Complexity, 2026-07-14.
1 new papers in cs.CC. Titles, authors,
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01 — The papers
1 entries-
01
Tropical Circuits with Scalar Multiplication Gates
Christoph Hertrich, Moritz Stargalla
cs.CC · cs.LG · math.CO
We study tropical circuits with scalar multiplication gates, that is, algebraic circuits whose gates implement $\max$, $+$, or multiplication with a positive constant. For such circuits, we prove exponential size lower bounds for computing maximum weight directed spanning trees and maximum weight bipartite perfect matchings. As a corollary, we obtain an exponential size separation between monotone and non-monotone maxout neural networks,...
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