Delaytron: Efficient Learning of Multiclass Classifiers with Delayed Bandit Feedbacks.
Naresh ManwaniMudit AgarwalPublished in: CoRR (2022)
Keyphrases
- efficient learning
- multi class
- multiclass classification
- binary classifiers
- linear classifiers
- error correcting output codes
- class probabilities
- multinomial logistic regression
- multiclass problems
- feature selection
- binary classification tasks
- boosting algorithms
- multi class classifier
- binary classification problems
- support vector machine
- binary classification
- multiple classes
- learning algorithm
- multi class classification
- pairwise
- multi class problems
- multiclass svm
- cost sensitive
- multiclass support vector machines
- training data
- multiclass learning
- decision trees
- support vector
- feature set
- membership queries
- single class
- structured prediction
- concept classes
- training samples
- base classifiers
- machine learning algorithms
- svm classifier
- max margin
- training set
- pattern languages
- multi task
- class labels
- naive bayes