Federated Learning Algorithms with Heterogeneous Data Distributions: An Empirical Evaluation.
Alessio MoraDavide FantiniPaolo BellavistaPublished in: SEC (2022)
Keyphrases
- data distribution
- learning algorithm
- distributed data
- training data
- data streams
- machine learning algorithms
- index structure
- concept drift
- high dimensional data
- digital libraries
- active learning
- data points
- data skew
- streaming data
- pattern recognition
- machine learning
- distributed systems
- supervised learning
- data sources
- reinforcement learning
- neural network
- relational databases
- parallel processing