"effective rank" Papers

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Diversity Is All You Need for Contrastive Learning: Spectral Bounds on Gradient Magnitudes

Peter Ochieng

NEURIPS 2025arXiv:2510.05767

Towards Higher Effective Rank in Parameter-Efficient Fine-tuning using Khatri-Rao Product

Paul Albert, Frederic Zhang, Hemanth Saratchandran et al.

ICCV 2025arXiv:2508.00230
4
citations

Tracing the Representation Geometry of Language Models from Pretraining to Post-training

Melody Li, Kumar Krishna Agrawal, Arna Ghosh et al.

NEURIPS 2025arXiv:2509.23024
7
citations