More Data Can Expand The Generalization Gap Between Adversarially Robust and Standard Models.
Lin ChenYifei MinMingrui ZhangAmin KarbasiPublished in: ICML (2020)
Keyphrases
- classification models
- training data
- learned models
- data sets
- predictive model
- prior knowledge
- experimental data
- data collection
- database
- historical data
- incomplete data
- application domains
- explanatory variables
- complex data
- data acquisition
- databases
- xml documents
- raw data
- neural network
- bayesian networks
- hidden variables
- data structure
- data analysis
- data sources
- original data
- statistical analysis
- statistical methods
- data points
- data distribution
- image data
- data mining techniques
- attribute values
- complex systems
- synthetic data
- high dimensional data