"low-rank fine-tuning" Papers

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A geometric framework for momentum-based optimizers for low-rank training

Steffen Schotthöfer, Timon Klein, Jonas Kusch

NEURIPS 2025arXiv:2506.17475
2
citations

COALA: Numerically Stable and Efficient Framework for Context-Aware Low-Rank Approximation

Uliana Parkina, Maxim Rakhuba

NEURIPS 2025arXiv:2507.07580
3
citations

Q3R: Quadratic Reweighted Rank Regularizer for Effective Low-Rank Training

Ipsita Ghosh, Ethan Nguyen, Christian Kümmerle

NEURIPS 2025arXiv:2511.04485