A no-regret generalization of hierarchical softmax to extreme multi-label classification.
Marek WydmuchKalina JasinskaMikhail KuznetsovRóbert Busa-FeketeKrzysztof DembczynskiPublished in: NeurIPS (2018)
Keyphrases
- multi label classification
- multi label
- binary classification
- text categorization
- semi supervised learning
- multi class
- image annotation
- lower bound
- semi supervised
- classification algorithm
- binary classifiers
- learning problems
- meta level
- support vector machine
- multi class classification
- ensemble methods
- label space
- text classification
- upper bound
- support vector
- generalization error
- image classification
- text mining
- similarity measure
- learning algorithm