A precision-centric approach to overcoming data imbalance and non-IIDness in federated learning.
Anam Nawaz KhanAtif RizwanRashid AhmadQazi Waqas KhanSunhwan LimDo-Hyeun KimPublished in: Internet Things (2023)
Keyphrases
- data sets
- data analysis
- data sources
- learning algorithm
- data points
- prior knowledge
- raw data
- knowledge discovery
- high quality
- supervised learning
- knowledge acquisition
- database
- active learning
- data structure
- original data
- data collection
- unsupervised learning
- background knowledge
- experimental data
- distributed data
- hidden variables
- noisy data
- databases
- learning tasks
- data distribution
- sensor data
- synthetic data
- machine learning
- input data
- training data
- xml documents