Reinforcement based Communication Topology Construction for Decentralized Learning with Non-IID Data.
Yi-Cheng LinJian-Jhih KuoWen-Tsuen ChenJang-Ping SheuPublished in: GLOBECOM (2021)
Keyphrases
- data sets
- data analysis
- image data
- learning algorithm
- data collection
- statistical analysis
- reinforcement learning
- prior knowledge
- multi agent
- data structure
- data processing
- synthetic data
- training data
- original data
- learning models
- small number
- learning systems
- background knowledge
- noisy data
- communication networks
- online learning
- decision trees
- input data
- knowledge acquisition
- knowledge discovery
- probability distribution
- end users
- probabilistic model
- missing data
- learning tasks
- human experts
- raw data
- feature selection
- machine learning
- neural network
- databases