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Showing 1 to 1 of 1 for “"operation complexity"”.
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Novel first-order methods for bilevel and minimax optimization.
… efficient augmented Lagrangian methods with complexity guarantees for both nonconvex-concave and nonconvex–strongly-concave objective functions. We then show that bilevel optimization can be approximately reformulated as a minimax problem and introduce first-order penalty methods with …