The Expressive Power of Low-Rank Adaptation.

Yuchen Zeng Kangwook Lee

Published in: ICLR (2024)

Keyphrases

expressive power
low rank
linear combination
convex optimization
missing data
matrix factorization
singular value decomposition

query language
first order logic
rank minimization
low rank matrix
high order
matrix completion
matrix decomposition

high dimensional data
computational properties
semi supervised
transitive closure
relational algebra
relational calculus
trace norm

singular values
low rank matrices
low dimensional
higher order
pairwise
pattern recognition
machine learning