SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization.
Navjot SinghDeepesh DataJemin GeorgeSuhas N. DiggaviPublished in: IEEE Trans. Autom. Control. (2023)
Keyphrases
- stochastic gradient descent
- cooperative
- stochastic gradient
- optimization algorithm
- optimization process
- event detection
- data structure
- optimization problems
- constrained optimization
- fully distributed
- communication cost
- optimization method
- communication networks
- information sharing
- communication systems
- pattern matching
- missing data
- compressed domain
- peer to peer
- distributed systems
- learning algorithm