Less is More: Data Pruning for Faster Adversarial Training.
Yize LiPu ZhaoXue LinBhavya KailkhuraRyan A. GoldhahnPublished in: SafeAI@AAAI (2023)
Keyphrases
- data analysis
- data sets
- database
- data structure
- image data
- data distribution
- end users
- synthetic data
- data collection
- complex data
- raw data
- labelled data
- data objects
- experimental data
- missing data
- input data
- learning algorithm
- artificial neural networks
- data model
- data mining
- historical data
- data quality
- database systems
- data acquisition
- test data
- data management
- data sources
- data mining algorithms
- attribute values
- data points
- small number
- computer systems
- supervised learning
- data processing