"single-loop algorithm" Papers

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DUET: Decentralized Bilevel Optimization without Lower-Level Strong Convexity

Zhen Qin, Zhuqing Liu, Songtao Lu et al.

ICLR 2025poster
1
citations

A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes

Zhenwei Lin, Chenyu Xue, Qi Deng et al.

ICML 2024posterarXiv:2406.00274

Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy

Risheng Liu, Zhu Liu, Wei Yao et al.

ICML 2024posterarXiv:2405.09927