Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning.
Lokesh NagalapattiRuhi Sharma MittalRamasuri NarayanamPublished in: AAAI (2022)
Keyphrases
- data sets
- database
- data collection
- missing data
- original data
- high dimensional data
- computer systems
- experimental data
- sensor data
- input data
- data sources
- prior knowledge
- data structure
- image data
- probability distribution
- data quality
- noisy data
- databases
- synthetic data
- high quality
- human experts
- distributed data
- raw data
- missing values
- knowledge base
- domain experts
- data analysis
- statistical analysis
- active learning
- data processing