Poster "adaptive gradient methods" Papers

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AdaGrad under Anisotropic Smoothness

Yuxing Liu, Rui Pan, Tong Zhang

ICLR 2025posterarXiv:2406.15244
14
citations

Adam Reduces a Unique Form of Sharpness: Theoretical Insights Near the Minimizer Manifold

Xinghan Li, Haodong Wen, Kaifeng Lyu

NeurIPS 2025posterarXiv:2511.02773

Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks

Xuan Tang, Han Zhang, Yuan Cao et al.

NeurIPS 2025posterarXiv:2510.11354

Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective

Wu Lin, Felix Dangel, Runa Eschenhagen et al.

ICML 2024posterarXiv:2402.03496