Bernoulli-LoRA: A Theoretical Framework for Randomized Low-Rank Adaptation
We introduce Bernoulli-LoRA, a theoretical framework for randomized Low-Rank Adaptation that unifies existing approaches and provides convergence guarantees for various optimization methods.
Aug 1, 2025