SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT.
Sunder Ali KhowajaKapal DevSyed Muhammad AnwarMarius George LinguraruPublished in: CoRR (2023)
Keyphrases
- data sets
- prior knowledge
- data sources
- data processing
- high quality
- raw data
- data analysis
- learning process
- data collection
- learning models
- experimental data
- training data
- data structure
- human experts
- unsupervised learning
- distributed data
- original data
- data mining
- learning algorithm
- sensor data
- background knowledge
- labeled data
- statistical analysis
- database
- knowledge acquisition
- decision trees
- data mining techniques
- small number
- synthetic data
- missing data
- computer systems
- noisy data
- databases
- hidden variables
- bayesian methods
- knowledge discovery