Fast Convergence for Stochastic and Distributed Gradient Descent in the Interpolation Limit.
Partha P. MitraPublished in: CoRR (2018)
Keyphrases
- stochastic approximation
- distributed systems
- distributed environment
- cooperative
- cost function
- multi agent
- peer to peer
- objective function
- data sets
- mobile agents
- conjugate gradient
- stochastic optimization
- interpolation method
- database
- distributed network
- communication overhead
- communication cost
- convergence speed
- convergence rate
- fault tolerant
- lightweight
- least squares
- support vector
- database systems
- databases