An Optimal Algorithm for Decentralized Finite Sum Optimization.
Hadrien HendrikxFrancis R. BachLaurent MassouliéPublished in: CoRR (2020)
Keyphrases
- dynamic programming
- optimal solution
- optimization algorithm
- objective function
- experimental evaluation
- computational complexity
- globally optimal
- similarity measure
- optimization process
- times faster
- detection algorithm
- worst case
- max min
- learning algorithm
- convergence rate
- high accuracy
- np hard
- cost function
- locally optimal
- preprocessing
- expectation maximization
- optimization method
- optimization model
- optimal parameters
- neural network
- min sum
- improved algorithm
- distributed systems
- search space
- cooperative