2025 "generalized smoothness" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Convergence of Clipped SGD on Convex $(L_0,L_1)$-Smooth Functions

Ofir Gaash, Kfir Y. Levy, Yair Carmon

NeurIPS 2025posterarXiv:2502.16492
4
citations

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

Revisiting Large-Scale Non-convex Distributionally Robust Optimization

Qi Zhang, Yi Zhou, Simon Khan et al.

ICLR 2025poster
1
citations