FedMMD: A Federated weighting algorithm considering Non-IID and Local Model Deviation.
Kai HuYaogen LiShuai ZhangJiasheng WuSheng GongShanshan JiangLiguo WengPublished in: Expert Syst. Appl. (2024)
Keyphrases
- objective function
- probabilistic model
- cost function
- theoretical analysis
- recognition algorithm
- mathematical model
- algorithm employs
- algorithm has been developed
- classification algorithm
- learning algorithm
- similarity measure
- markov model
- computational cost
- dynamic programming
- optimization model
- tree structure
- energy function
- probability distribution
- simulation study
- closed form
- optimal solution
- preprocessing
- computational model
- selection algorithm
- optimization algorithm
- input data
- high accuracy
- estimation algorithm
- model free
- weighting scheme
- bayesian framework
- final result
- detection algorithm
- multiple models
- np hard
- k means
- hyper graph
- clustering method
- segmentation algorithm
- em algorithm
- significant improvement
- computational complexity