Certifying Robustness to Programmable Data Bias in Decision Trees.
Anna P. MeyerAws AlbarghouthiLoris D'AntoniPublished in: CoRR (2021)
Keyphrases
- data sets
- decision trees
- database
- data quality
- data collection
- complex data
- data structure
- data analysis
- data processing
- knowledge discovery
- data mining methods
- original data
- probability distribution
- end users
- databases
- statistical analysis
- synthetic data
- high quality
- noisy data
- website
- neural network
- concept drifting data streams