An accelerated proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization
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Publication:6161202
DOI10.1007/s10994-023-06329-6arXiv2203.16615OpenAlexW4362697005MaRDI QIDQ6161202
Yi Zhou, Bhavya Kailkhura, Zi-Yi Chen
Publication date: 27 June 2023
Published in: Machine Learning (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2203.16615
Cites Work
- Unnamed Item
- On local convergence of the method of alternating projections
- Proximal alternating linearized minimization for nonconvex and nonsmooth problems
- On the convergence of the proximal algorithm for nonsmooth functions involving analytic features
- Introductory lectures on convex optimization. A basic course.
- An extended Kuhn-Tucker approach for linear bilevel programming
- Splitting methods with variable metric for Kurdyka-Łojasiewicz functions and general convergence rates
- Splitting Algorithms for the Sum of Two Nonlinear Operators
- New Branch-and-Bound Rules for Linear Bilevel Programming
- OnActor-Critic Algorithms
- Distributed Proximal Gradient Algorithm for Partially Asynchronous Computer Clusters
- The Łojasiewicz Inequality for Nonsmooth Subanalytic Functions with Applications to Subgradient Dynamical Systems
- Mathematical Programs with Optimization Problems in the Constraints
- A Two-Timescale Stochastic Algorithm Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic
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