FedILC: Weighted Geometric Mean and Invariant Gradient Covariance for Federated Learning on Non-IID Data.
Mike He ZhuLéna Néhale EzzineDianbo LiuYoshua BengioPublished in: CoRR (2022)
Keyphrases
- synthetic data
- learning models
- data sources
- data sets
- prior knowledge
- data analysis
- learning process
- data processing
- bayesian methods
- database
- data structure
- learning algorithm
- hidden variables
- knowledge discovery
- data quality
- data objects
- human experts
- learning tasks
- high quality
- background knowledge
- missing data
- database systems
- noisy data
- data distribution
- sensor data
- high dimensional data
- multiscale
- data mining techniques
- distributed systems
- small number
- image data
- reinforcement learning
- active learning