"generalized smoothness" Papers

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Convergence of Distributed Adaptive Optimization with Local Updates

Ziheng Cheng, Margalit Glasgow

ICLR 2025posterarXiv:2409.13155
3
citations

Escaping saddle points without Lipschitz smoothness: the power of nonlinear preconditioning

Alexander Bodard, Panagiotis Patrinos

NeurIPS 2025spotlightarXiv:2509.15817
2
citations

Delving into the Convergence of Generalized Smooth Minimax Optimization

Wenhan Xian, Ziyi Chen, Heng Huang

ICML 2024poster

Generalized Smooth Variational Inequalities: Methods with Adaptive Stepsizes

Daniil Vankov, Angelia Nedich, Lalitha Sankar

ICML 2024poster

Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness

Chenghan Xie, Chenxi Li, Chuwen Zhang et al.

AAAI 2024paperarXiv:2310.17319
13
citations