SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization.
Navjot SinghDeepesh DataJemin GeorgeSuhas N. DiggaviPublished in: ISIT (2021)
Keyphrases
- stochastic gradient descent
- stochastic gradient
- optimization algorithm
- least squares
- optimization problems
- global optimization
- learning rate
- communication systems
- distributed systems
- loss function
- communication networks
- fully distributed
- data sets
- random forests
- communication cost
- computationally efficient
- multi agent