Adversarial Multiclass Classification: A Risk Minimization Perspective.
Rizal FathonyAnqi LiuKaiser AsifBrian D. ZiebartPublished in: NIPS (2016)
Keyphrases
- multiclass classification
- risk minimization
- multi class
- binary classification
- generalization error
- loss function
- cost sensitive
- machine learning algorithms
- multi class classification
- upper bound
- binary classifiers
- cross validation
- ensemble methods
- base classifiers
- pairwise
- training set
- decision trees
- support vector
- base learners
- learning algorithm
- prediction accuracy
- least squares
- active learning