Preserving Accuracy in Federated Learning via Equitable Model and Efficient Aggregation.
Muntazir MehdiAaisha MakkarMyra ConwayLakshit SamaPublished in: RTIP2R (1) (2023)
Keyphrases
- training set
- supervised learning
- classification accuracy
- active learning
- decision trees
- learning systems
- computational model
- mathematical model
- probabilistic model
- learning problems
- decision theoretic
- learning models
- learning tasks
- learning process
- online learning
- theoretical analysis
- mobile learning
- prior knowledge
- learning mechanism
- conceptual model
- neural nets
- formal model
- parameter estimation
- connectionist networks
- experimental data
- theoretical framework
- neural network
- probability distribution
- computational cost
- cost function
- reinforcement learning
- genetic algorithm