"non-asymptotic convergence analysis" Papers

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

Risheng Liu, Zhu Liu, Wei Yao et al.

ICML 2024arXiv:2405.09927
21
citations

Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation

Yudan Wang, Yue Wang, Yi Zhou et al.

ICML 2024oralarXiv:2406.01762
10
citations

Triadic-OCD: Asynchronous Online Change Detection with Provable Robustness, Optimality, and Convergence

Yancheng Huang, Kai Yang, Zelin Zhu et al.

ICML 2024arXiv:2405.02372
2
citations