DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release.
Jie FuQingqing YeHaibo HuZhili ChenLulu WangKuncan WangXun RanPublished in: Proc. VLDB Endow. (2024)
Keyphrases
- differentially private
- stochastic gradient descent
- matrix factorization
- least squares
- loss function
- step size
- differential privacy
- random forests
- regularization parameter
- support vector machine
- online algorithms
- importance sampling
- privacy preserving
- weight vector
- multiple kernel learning
- cost function
- ensemble methods
- pairwise
- multiresolution