Adversarially Robust Generalization Requires More Data.
Ludwig SchmidtShibani SanturkarDimitris TsiprasKunal TalwarAleksander MadryPublished in: NeurIPS (2018)
Keyphrases
- data sets
- high quality
- data structure
- synthetic data
- raw data
- data analysis
- data points
- image data
- data sources
- data processing
- data collection
- erroneous data
- test data
- background knowledge
- statistical analysis
- decision trees
- computationally efficient
- data mining techniques
- knowledge discovery
- information retrieval
- original data
- data objects
- noisy data
- machine learning