Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data.
Felix SattlerSimon WiedemannKlaus-Robert MüllerWojciech SamekPublished in: IEEE Trans. Neural Networks Learn. Syst. (2020)
Keyphrases
- data sets
- high quality
- prior knowledge
- data points
- data acquisition
- synthetic data
- learning process
- data quality
- database
- computer systems
- data collection
- data sources
- data analysis
- learning algorithm
- learning systems
- noisy data
- data mining techniques
- raw data
- data processing
- active learning
- unsupervised learning
- high dimensional data
- data structure
- background knowledge
- neural network
- original data
- network structure
- privacy preserving
- learning activities
- knowledge acquisition
- online learning
- input data
- small number
- image data