An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums.
Hadrien HendrikxFrancis R. BachLaurent MassouliéPublished in: NeurIPS (2019)
Keyphrases
- dynamic programming
- learning algorithm
- monte carlo
- preprocessing
- estimation algorithm
- detection algorithm
- computationally efficient
- high accuracy
- np hard
- cost function
- computational complexity
- search space
- optimal solution
- improved algorithm
- objective function
- memory requirements
- times faster
- path planning
- matching algorithm
- classification algorithm
- recognition algorithm
- theoretical analysis
- expectation maximization
- linear programming
- experimental evaluation
- k means
- neural network
- convergence rate
- significant improvement
- convex hull
- image segmentation
- reinforcement learning
- optimization algorithm
- worst case