Centralized Machine Learning Versus Federated Averaging: A Comparison using MNIST Dataset.
Sony PengYixuan YangMakara MaoDoo-Soon ParkPublished in: KSII Trans. Internet Inf. Syst. (2022)
Keyphrases
- machine learning
- pattern recognition
- data analysis
- distributed environment
- machine learning algorithms
- learning algorithm
- artificial intelligence
- computer vision
- feature selection
- decision trees
- handwritten digits
- explanation based learning
- handwritten digit recognition
- database
- benchmark datasets
- peer to peer
- digital libraries
- supervised learning
- computational intelligence
- information extraction
- support vector machine
- data sources
- machine learning methods
- active learning
- inductive logic programming
- inductive learning
- computer science
- federated databases
- natural language