Papers › A common variable minimax theorem for graphs

A common variable minimax theorem for graphs

30 Jul 2021arXiv:2107.14747archive 2025-07-28

Ronald R. Coifman, Nicholas F. Marshall, Stefan Steinerberger

Let 𝒢 = {G₁ = (V, E₁), …, Gₘ = (V, Eₘ)} be a collection of m graphs defined on a common set of vertices V but with different edge sets E₁, …, Eₘ. Informally, a function f :V →ℝ is smooth with respect to Gₖ = (V,Eₖ) if f(u) ∼f(v) whenever (u, v) ∈Eₖ. We study the problem of understanding whether there exists a nonconstant function that is smooth with respect to all graphs in 𝒢, simultaneously, and how to find it if it exists.

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