Quantum Learning Theory Beyond Batch Binary Classification.
Preetham MohanAmbuj TewariPublished in: CoRR (2023)
Keyphrases
- binary classification
- learning theory
- multi class
- learning problems
- support vector
- cost sensitive
- computational learning theory
- support vector machine
- generalization error
- multi label
- prediction accuracy
- ensemble methods
- pac learning
- class imbalance
- learning algorithm
- binary classification problems
- generalization bounds
- machine learning algorithms
- training data
- concept class
- learning tasks
- cross validation
- concept classes
- learning experience
- k nearest neighbor
- training set
- reproducing kernel hilbert space
- feature selection
- machine learning