Decentralized Learning with Separable Data: Generalization and Fast Algorithms.
Hossein TaheriChristos ThrampoulidisPublished in: CoRR (2022)
Keyphrases
- data sets
- learning algorithm
- learning models
- data structure
- data mining techniques
- prior knowledge
- data sources
- synthetic data
- knowledge discovery
- active learning
- data analysis
- data reduction
- computational complexity
- cooperative
- machine learning algorithms
- noisy data
- data points
- image data
- data mining algorithms
- data processing
- incomplete data
- high dimensional data
- data collection
- data distribution
- learned models
- raw data
- supervised learning
- training data
- data mining tasks
- learning tasks
- learning problems
- previously learned
- background knowledge
- statistical analysis
- knowledge acquisition
- online learning
- input data
- distributed systems
- probability distribution
- end users
- learning process
- learning environment
- e learning
- social networks
- neural network