Generalized Low-Rank Update: Model Parameter Bounds for Low-Rank Training Data Modifications.
Hiroyuki HanadaNoriaki HashimotoKouichi TajiIchiro TakeuchiPublished in: CoRR (2023)
Keyphrases
- low rank
- matrix factorization
- missing data
- low rank matrix
- linear combination
- high order
- singular value decomposition
- convex optimization
- training data
- non rigid structure from motion
- matrix completion
- rank minimization
- high dimensional data
- probabilistic model
- trace norm
- semi supervised
- kernel matrix
- singular values
- minimization problems
- matrix decomposition
- training set
- collaborative filtering
- high dimensional