"parameterization methods" Papers

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Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation

Xinhao Zhong, Hao Fang, Bin Chen et al.

CVPR 2025arXiv:2406.05704
3
citations

Compute Better Spent: Replacing Dense Layers with Structured Matrices

Shikai Qiu, Andres Potapczynski, Marc Finzi et al.

ICML 2024arXiv:2406.06248
23
citations

Non-Vacuous Generalization Bounds for Large Language Models

Sanae Lotfi, Marc Finzi, Yilun Kuang et al.

ICML 2024arXiv:2312.17173
41
citations

Scaling Exponents Across Parameterizations and Optimizers

Katie Everett, Lechao Xiao, Mitchell Wortsman et al.

ICML 2024arXiv:2407.05872
51
citations