"parameterization methods" Papers
4 papers found
Conference
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