Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent.
Richeng JinXiaofan HeHuaiyu DaiPublished in: CISS (2023)
Keyphrases
- differentially private
- stochastic gradient descent
- least squares
- matrix factorization
- loss function
- differential privacy
- step size
- random forests
- peer to peer
- support vector machine
- multiple kernel learning
- weight vector
- importance sampling
- ensemble methods
- regularization parameter
- online algorithms
- online learning
- logistic regression
- contingency tables