@article{bernoulliloraatheoreticalframeworkforran,
  title = {Bernoulli-LoRA: A Theoretical Framework for Randomized Low-Rank Adaptation},
  author = {Igor Sokolov and Abdurakhmon Sadiev and Yury Demidovich and Fawaz S Al-Qahtani and Peter Richtárik},
  year = {2025},
  eprint = {2508.03820},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.03820},
}