Partially Personalized Federated Learning: Breaking the Curse of Data Heterogeneity.
Konstantin MishchenkoRustem IslamovEduard GorbunovSamuel HorváthPublished in: CoRR (2023)
Keyphrases
- data sets
- data sources
- high dimensional data
- learning algorithm
- background knowledge
- database
- experimental data
- synthetic data
- prior knowledge
- high quality
- input data
- training data
- data collection
- data processing
- online learning
- learning tasks
- supervised learning
- data points
- learning process
- data analysis
- data structure
- data quality
- data distribution
- human experts
- raw data
- privacy preserving
- learning systems
- statistical analysis
- collaborative learning
- mobile devices
- high dimensional
- machine learning