Advancing Federated Learning by Addressing Data and System Heterogeneity.
Yiran ChenPublished in: AAAI Spring Symposia (2024)
Keyphrases
- data sets
- data sources
- data collection
- data analysis
- learning algorithm
- data structure
- learning process
- distributed data
- background knowledge
- statistical analysis
- knowledge acquisition
- prior knowledge
- image data
- raw data
- data quality
- online learning
- high quality
- learning models
- neural network
- human experts
- original data
- experimental data
- input data
- missing data
- learning systems
- synthetic data
- distributed systems
- active learning
- digital libraries
- training data
- databases