Convergence and Privacy of Decentralized Nonconvex Optimization with Gradient Clipping and Communication Compression.
Boyue LiYuejie ChiPublished in: CoRR (2023)
Keyphrases
- global optimization
- optimization problems
- global convergence
- globally convergent
- nonlinear programming
- cooperative
- data compression
- multi agent
- faster convergence
- evolutionary multiobjective
- fully distributed
- privacy preserving
- optimization algorithm
- edge detection
- convex optimization
- convergence speed
- distributed systems
- stationary points
- differential privacy
- convergence analysis
- information sharing
- quadratic optimization problems
- decentralized control
- quasi newton
- linear programming
- communication networks
- security issues
- private information
- statistical databases
- mathematical programming
- personal information
- optimization methods
- compression algorithm