"second-order stationary points" Papers

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Adaptive Batch Size for Privately Finding Second-Order Stationary Points

Daogao Liu, Kunal Talwar

ICLR 2025arXiv:2410.07502
2
citations

How to Make the Gradients Small Privately: Improved Rates for Differentially Private Non-Convex Optimization

Andrew Lowy, Jonathan Ullman, Stephen Wright

ICML 2024arXiv:2402.11173
11
citations

The Computational Complexity of Finding Second-Order Stationary Points

Andreas Kontogiannis, Vasilis Pollatos, Sotiris Kanellopoulos et al.

ICML 2024

Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness

Chenghan Xie, Chenxi Li, Chuwen Zhang et al.

AAAI 2024paperarXiv:2310.17319
14
citations