Sharp Statistical Guaratees for Adversarially Robust Gaussian Classification.
Chen DanYuting WeiPradeep RavikumarPublished in: ICML (2020)
Keyphrases
- machine learning
- maximum entropy modeling
- support vector machine
- decision trees
- automatic classification
- maximum likelihood
- high quality
- pattern recognition
- pattern classification
- classification scheme
- feature extraction
- classification method
- statistical analysis
- classification systems
- image classification
- neyman pearson
- rotational invariant
- neural network
- classification algorithm
- support vector machine svm
- computationally efficient
- decision rules
- svm classifier
- information theoretic
- machine learning methods
- class labels
- density estimation
- unsupervised learning
- statistical information
- classification process
- classification accuracy
- probabilistic model
- support vector