Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity.
Yuchang SunJiawei ShaoYuyi MaoJessie Hui WangJun ZhangPublished in: CoRR (2021)
Keyphrases
- data sets
- prior knowledge
- data sources
- learning tasks
- database
- data collection
- data structure
- data processing
- learning algorithm
- raw data
- background knowledge
- synthetic data
- distributed data
- edge information
- original data
- image data
- neural network
- cooperative
- multi agent
- training data
- high quality
- reinforcement learning
- learning systems
- bayesian methods
- machine learning
- hidden variables
- learning models
- metadata
- data acquisition
- experimental data
- sensor data
- multiscale
- data points
- high dimensional data
- labeled data
- online learning
- distributed systems
- edge detection
- supervised learning
- digital libraries
- knowledge discovery