On Low-Space Differentially Private Low-rank Factorization in the Spectral Norm.
Jalaj UpadhyayPublished in: CoRR (2016)
Keyphrases
- low rank
- differentially private
- trace norm
- low rank matrices
- robust principal component analysis
- matrix factorization
- linear combination
- convex optimization
- missing data
- singular value decomposition
- low rank matrix
- matrix completion
- semi supervised
- rank minimization
- high dimensional data
- non rigid structure from motion
- low rank approximation
- singular values
- factorization methods
- high order
- norm minimization
- data matrix
- low dimensional
- differential privacy
- tensor factorization
- face recognition
- nearest neighbor
- high dimensional