On the Equivalence between Online and Private Learnability beyond Binary Classification.
Young Hun JungBaekjin KimAmbuj TewariPublished in: CoRR (2020)
Keyphrases
- binary classification
- multi class
- support vector
- learning problems
- generalization error
- cost sensitive
- multi class classification
- bipartite ranking
- learning algorithm
- support vector machine
- ensemble methods
- multi label
- class imbalance
- prediction accuracy
- binary classification problems
- binary classifiers
- uniform convergence
- image classification
- nearest neighbor
- high dimensional
- data sets