singular values

4 papers

• Compress to Impress: Efficient LLM Adaptation Using a Single Gradient Step on 100 Samples
• Fast exact recovery of noisy matrix from few entries: the infinity norm approach
• RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness
• The Persistence of Neural Collapse Despite Low-Rank Bias