Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques.
Bokun WangMher SafaryanPeter RichtárikPublished in: NeurIPS (2022)
Keyphrases
- optimization problems
- distributed systems
- cost function
- optimization algorithm
- cooperative
- autonomy oriented computing
- computer networks
- global optimization
- data sets
- data intensive
- constrained optimization
- distributed environment
- peer to peer
- combinatorial optimization
- load balancing
- mobile agents
- image compression
- optimization process
- wavelet packet
- multi agent
- communication overhead
- discrete optimization
- real time