Low-Rank Optimization with Trace Norm Penalty.
Bamdev MishraGilles MeyerFrancis R. BachRodolphe SepulchrePublished in: SIAM J. Optim. (2013)
Keyphrases
- trace norm
- low rank
- norm minimization
- matrix completion
- missing data
- convex optimization
- matrix factorization
- linear combination
- high order
- singular value decomposition
- semi supervised
- kernel matrix
- multi task
- rank minimization
- high dimensional data
- sparse representation
- data matrix
- singular values
- objective function
- image processing
- principal component analysis
- collaborative filtering
- convex relaxation
- nearest neighbor
- face recognition