DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm.
Lisang DingKexin JinBicheng YingKun YuanWotao YinPublished in: ICML (2023)
Keyphrases
- dynamic programming
- detection algorithm
- worst case
- learning algorithm
- optimal solution
- monte carlo
- globally optimal
- computational complexity
- neural network
- preprocessing
- brute force
- search algorithm
- image segmentation
- cost function
- np hard
- objective function
- optimization algorithm
- simulated annealing
- peer to peer
- linear programming
- stochastic gradient
- closed form
- exhaustive search
- optimal parameters
- exact solution
- segmentation algorithm
- computational cost
- significant improvement
- k means
- search space
- cooperative
- similarity measure