Sharp Statistical Guarantees for Adversarially Robust Gaussian Classification.
Chen DanYuting WeiPradeep RavikumarPublished in: CoRR (2020)
Keyphrases
- maximum entropy modeling
- statistical analysis
- machine learning
- classification accuracy
- pattern recognition
- support vector machine
- feature extraction
- feature space
- high quality
- automatic classification
- support vector
- classification scheme
- decision trees
- training samples
- classification algorithm
- computationally efficient
- statistical methods
- statistical models
- class labels
- machine learning algorithms
- support vector machine svm
- image classification
- supervised learning
- feature selection
- benchmark datasets
- decision rules
- classification method
- text classification
- information theoretic
- pattern classification
- denoising