A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting.
Alexander TyurinPeter RichtárikPublished in: NeurIPS (2023)
Keyphrases
- computationally efficient
- computational cost
- heuristic methods
- objective function
- alternative methods
- optimization problems
- significant improvement
- high accuracy
- cost function
- clustering method
- support vector machine svm
- detection method
- distributed environment
- preprocessing
- multi agent
- data sets
- high precision
- communication overhead
- communication networks
- highly efficient
- edge detection
- probabilistic model
- dynamic programming
- pairwise
- lower bound
- reinforcement learning
- decision making
- neural network