Adversarial Water-Filling formulates competitive spectrum sharing as a constrained minimax problem and introduces a permutation-invariant GNN foundation model that approximates its stationary solutions with local linear convergence under regularity conditions.
Coded water-filling for multi-user interference cancellation,
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Adversarial Water-Filling: Theory, Algorithms and Foundation Model
Adversarial Water-Filling formulates competitive spectrum sharing as a constrained minimax problem and introduces a permutation-invariant GNN foundation model that approximates its stationary solutions with local linear convergence under regularity conditions.