Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data.
Jie PengZhaoxian WuQing LingPublished in: CoRR (2020)
Keyphrases
- data sets
- distributed data
- data sources
- synthetic data
- fault tolerant
- data collection
- high quality
- data analysis
- learning systems
- background knowledge
- data structure
- reinforcement learning
- learning models
- distributed systems
- neural network
- statistical analysis
- data processing
- input data
- multi agent
- data quality
- prior knowledge
- learning process
- digital libraries
- online learning
- bayesian networks
- knowledge acquisition
- learning tasks
- raw data
- experimental data
- database
- central server
- missing data
- high dimensional data
- data points
- cooperative
- learning environment
- training data
- decision trees
- learning algorithm
- machine learning
- data mining