"hessian-free optimization" Papers

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Hessian-Free Online Certified Unlearning

Xinbao Qiao, Meng Zhang, Ming Tang et al.

ICLR 2025arXiv:2404.01712

Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions

Wei Yao, Haian Yin, Shangzhi Zeng et al.

ICLR 2025arXiv:2406.01992

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

Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization

Feihu Huang

ICML 2024arXiv:2407.17823