Feb 12, 2024 · We present a novel bilevel optimization method that locally approximates the solution set of the lower-level problem using a cutting plane approach.
Nov 5, 2024 · This work proposes an accelerated method to solve convex simple bilevel problems, with the author providing both theoretical and numerical ...
In this paper, we focus on simple bilevel optimization problems, where we minimize a convex smooth objective function over the optimal solution set of ...
Feb 12, 2024 · A novel bilevel optimization method that locally approximates the solution set of the lower-level problem using a cutting plane approach and ...
In this paper, we study a class of bilevel opti- mization problems, also known as simple bilevel optimization, where we minimize a smooth ob-.
Jun 2, 2024 · This paper proposes an accelerated gradient method for solving simple bilevel optimization problems with convex lower-level problems.
Co-authors ; An Accelerated Gradient Method for Simple Bilevel Optimization with Convex Lower-level Problem. J Cao, R Jiang, EY Hamedani, A Mokhtari. arXiv ...
Neural Information Processing Systems (NeurIPS), 2024. An Accelerated Gradient Method for Simple Bilevel Optimization with Convex Lower-level Problem [pdf].
In this paper, we focus on simple bilevel optimization problems, where we minimize a convex smooth objective function over the optimal solution set of another ...
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In this paper, we introduce a novel bilevel optimization method that locally approximates the solution set of the lower-level problem via a cutting plane.
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