Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration.
Anna BogdanovaAkira ImakuraTetsuya SakuraiTomoya FujiiTeppei SakamotoHiroyuki AbePublished in: CoRR (2022)
Keyphrases
- machine learning
- data analysis
- distributed data
- data sets
- high quality
- statistical analysis
- data collection
- cooperative
- raw data
- statistical methods
- sensor data
- database
- data processing
- data transfer
- synthetic data
- distributed systems
- information extraction
- knowledge discovery
- data sources
- active learning
- computer systems
- image data
- machine learning methods
- prior knowledge
- data quality
- big data
- training data
- decision trees
- data repositories
- distributed network
- wide area network