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Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization
10 March 2025
Ziqing Xu
Hancheng Min
Lachlan Ewen MacDonald
Jinqi Luo
Salma Tarmoun
Enrique Mallada
René Vidal
AI4CE
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"Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization"
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