DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning.
Tomoya MurataTaiji SuzukiPublished in: CoRR (2023)
Keyphrases
- distributed learning
- global optimization
- optimization problems
- collaborative learning
- nonlinear programming
- statistically significant
- optimization methods
- knowledge integration
- objective function
- optimization algorithm
- optimization method
- steepest descent method
- multimedia
- constrained optimization
- subgradient method