Adversarially Robust Generalization Requires More Data.
Ludwig SchmidtShibani SanturkarDimitris TsiprasKunal TalwarAleksander MadryPublished in: CoRR (2018)
Keyphrases
- data sets
- synthetic data
- database
- high quality
- data analysis
- data sources
- data points
- real time
- complex data
- raw data
- application domains
- statistical analysis
- input data
- knowledge discovery
- machine learning
- social networks
- training data
- neural network
- data quality
- original data
- data acquisition
- sensor data
- domain experts
- missing data
- end users
- high dimensional data
- labeled data
- data structure
- data collection
- data processing
- high dimensional
- image data
- data model