Achieving robustness in classification using optimal transport with hinge regularization.
Mathieu SerrurierFranck MamaletAlberto González-SanzThibaut BoissinJean-Michel LoubesEustasio del BarrioPublished in: CoRR (2020)
Keyphrases
- classification accuracy
- decision trees
- pattern recognition
- preprocessing
- classification models
- optimal solution
- classification process
- classification method
- classification algorithm
- classification systems
- support vector machine svm
- support vector machine
- image classification
- text classification
- data sets
- cross validated
- binary decision tree
- unsupervised learning
- early stopping
- automatic classification
- machine learning methods
- class labels
- supervised learning
- training set
- feature selection
- machine learning