Poster: Exploiting Data Heterogeneity for Performance and Reliability in Federated Learning.
Yuanli WangDhruv KumarAbhishek ChandraPublished in: SEC (2020)
Keyphrases
- data sets
- data sources
- data collection
- prior knowledge
- synthetic data
- online learning
- sensor data
- experimental data
- high quality
- feature space
- raw data
- data structure
- reinforcement learning
- background knowledge
- database
- input data
- learning algorithm
- machine learning
- statistical analysis
- inductive inference
- learning models
- learning systems
- distributed data
- semi supervised
- active learning
- xml documents
- learning process
- relational databases
- training set
- data analysis
- training data