Near-Optimal differentially private low-rank trace regression with guaranteed private initialization.
Mengyue ZhaPublished in: CoRR (2024)
Keyphrases
- low rank
- differentially private
- differential privacy
- privacy preserving
- private data
- linear combination
- convex optimization
- missing data
- low rank matrix
- semi supervised
- matrix factorization
- regression model
- singular value decomposition
- rank minimization
- matrix completion
- privacy guarantees
- high dimensional data
- high order
- support vector
- model selection
- trace norm
- contingency tables
- privacy preserving data mining
- regularized regression
- privacy preservation
- principal component analysis
- k means
- pairwise
- search engine