An Optimal Algorithm for Decentralized Finite-Sum Optimization.
Hadrien HendrikxFrancis R. BachLaurent MassouliéPublished in: SIAM J. Optim. (2021)
Keyphrases
- dynamic programming
- optimization algorithm
- worst case
- optimal solution
- learning algorithm
- optimization process
- objective function
- np hard
- k means
- significant improvement
- cost function
- search space
- approximately optimal
- global optimality
- constrained optimization
- improved algorithm
- times faster
- detection algorithm
- multi agent
- computational cost
- segmentation algorithm
- closed form
- optimization method
- combinatorial optimization
- neural network
- experimental evaluation
- globally optimal
- optimal path
- computational complexity
- path planning
- optimal parameters
- max min
- cooperative
- square error