Towards Taming the Resource and Data Heterogeneity in Federated Learning.
Zheng ChaiHannan FayyazZeshan FayyazAli AnwarYi ZhouNathalie BaracaldoHeiko LudwigYue ChengPublished in: OpML (2019)
Keyphrases
- data sets
- data analysis
- learning algorithm
- learning models
- database
- learning systems
- data collection
- background knowledge
- learning process
- prior knowledge
- data sources
- experimental data
- human experts
- image data
- data points
- raw data
- sensor data
- training data
- statistical analysis
- hidden variables
- original data
- data quality
- unsupervised learning
- data processing
- online learning
- supervised learning
- small number
- knowledge discovery
- data structure
- reinforcement learning
- high quality
- database systems