DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning.
Tomoya MurataTaiji SuzukiPublished in: ICML (2023)
Keyphrases
- distributed learning
- optimization problems
- global optimization
- nonlinear programming
- statistically significant
- collaborative learning
- optimization algorithm
- knowledge integration
- privacy preserving
- convex optimization
- virtual environment
- optimization method
- evolutionary algorithm
- constrained optimization
- absolute difference
- distributed learning environments
- subgradient method