Federated Multi-Task Learning with Non-Stationary Heterogeneous Data.
Hongwei ZhangMeixia TaoYuanming ShiXiaoyan BiPublished in: ICC (2022)
Keyphrases
- non stationary
- heterogeneous data
- multi task learning
- data sources
- multi task
- data integration
- multiple tasks
- learning tasks
- gaussian processes
- databases
- data management
- high order
- learning problems
- metadata
- transfer learning
- theoretical analysis
- learning models
- information sources
- learning algorithm
- data mining
- data model
- complex data
- inductive learning
- empirical mode decomposition
- text classification
- machine learning
- information retrieval
- computer vision
- web data
- feature selection
- image processing
- kernel methods
- multi class
- supervised learning
- machine learning algorithms
- higher order
- database