On the Equivalence between Online and Private Learnability beyond Binary Classification.
Young Hun JungBaekjin KimAmbuj TewariPublished in: NeurIPS (2020)
Keyphrases
- binary classification
- multi class
- support vector
- learning problems
- cost sensitive
- support vector machine
- multi class classification
- multi label
- bipartite ranking
- generalization error
- prediction accuracy
- class imbalance
- kernel methods
- learning algorithm
- ensemble methods
- upper bound
- learning environment
- binary classifiers
- uniform convergence
- loss function
- binary classification problems