"hessian analysis" Papers

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From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications

Ajay Jaiswal, Yifan Wang, Lu Yin et al.

ICML 2025arXiv:2407.11239
20
citations

What Does It Mean to Be a Transformer? Insights from a Theoretical Hessian Analysis

Weronika Ormaniec, Felix Dangel, Sidak Pal Singh

ICLR 2025arXiv:2410.10986
10
citations

Supervised Matrix Factorization: Local Landscape Analysis and Applications

Joowon Lee, Hanbaek Lyu, Weixin Yao

ICML 2024