Xu, Z., Min, H., MacDonald, L. E., Luo, J., Tarmoun, S., Mallada, E., & Vidal, R. (2025). Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization.
Citazione stile Chigago Style (17a edizione)Xu, Ziqing, Hancheng Min, Lachlan Ewen MacDonald, Jinqi Luo, Salma Tarmoun, Enrique Mallada, e Rene Vidal. Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization. 2025.
Citatione MLA (9a ed.)Xu, Ziqing, et al. Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization. 2025.
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