Achieving the fundamental convergence-communication tradeoff with Differentially Quantized Gradient Descent.
Chung-Yi LinVictoria KostinaBabak HassibiPublished in: CoRR (2020)
Keyphrases
- cost function
- communication systems
- update rule
- objective function
- communication networks
- resource constrained
- convergence speed
- convergence rate
- computer networks
- instant messaging
- information sharing
- neural network
- database
- particle swarm optimization
- multiresolution
- trade off
- communication channels
- image processing
- information systems
- communication protocols