Delaytron: Efficient Learning of Multiclass Classifiers with Delayed Bandit Feedbacks.
Naresh ManwaniMudit AgarwalPublished in: IJCNN (2023)
Keyphrases
- efficient learning
- multi class
- multiclass classification
- binary classifiers
- linear classifiers
- error correcting output codes
- multinomial logistic regression
- class probabilities
- multiclass problems
- feature selection
- multiclass svm
- binary classification
- binary classification tasks
- binary classification problems
- cost sensitive
- multi class classifier
- single class
- support vector machine
- boosting algorithms
- multi class problems
- learning algorithm
- multi class classification
- pairwise
- training data
- support vector
- svm classifier
- machine learning algorithms
- naive bayes
- multiple classes
- perceptron algorithm
- multi label classification
- multiclass support vector machines
- multiclass learning
- training set
- membership queries
- training samples
- structured prediction
- feature set
- concept classes
- base classifiers
- pattern languages
- feature extraction
- data sets