On User-Level Private Convex Optimization.
Badih GhaziPritish KamathRavi KumarPasin ManurangsiRaghu MekaChiyuan ZhangPublished in: ICML (2023)
Keyphrases
- convex optimization
- interior point methods
- low rank
- primal dual
- convex programming
- convex optimization problems
- semidefinite program
- convex relaxation
- augmented lagrangian
- feature extraction
- norm minimization
- total variation
- higher order
- low rank matrix
- convex formulation
- learning algorithm
- alternating direction method of multipliers