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math.OC2026
A Robust Perceptron Cycling Theorem and Applications
Tobias Harks
The classical perceptron cycling theorem of Block and Levin \cite{BlockLevin1970} bounds correction sequences whose selected updates come from a finite set and have nonpositive inn…
math.OC2026
Monotonicity, Uniqueness and Frank--Wolfe Dynamics in Atomic Splittable Congestion Games
Tobias Harks
We study atomic splittable congestion games with players and nondecreasing resource costs with convex . We characterize the largest resource cost…