Asymmetry in Low-Rank Adapters of Foundation Models.
Jiacheng ZhuKristjan H. GreenewaldKimia NadjahiHaitz Sáez de Ocáriz BordeRickard Brüel GabrielssonLeshem ChoshenMarzyeh GhassemiMikhail YurochkinJustin SolomonPublished in: CoRR (2024)
Keyphrases
- low rank
- missing data
- matrix factorization
- singular value decomposition
- low rank matrix recovery
- low rank matrix
- matrix completion
- high order
- convex optimization
- semi supervised
- machine learning
- high dimensional data
- data sets
- linear combination
- image classification
- matrix decomposition
- rank minimization
- neural network