@article{loratrainingprovablyconvergestoalow,
  title = {LoRA Training Provably Converges to a Low-Rank Global Minimum or It Fails Loudly (But it Probably Won't Fail)},
  author = {Junsu Kim and Jaeyeon Kim and Ernest K. Ryu},
  year = {2025},
  eprint = {2502.09376},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.09376v1},
}