A no-regret generalization of hierarchical softmax to extreme multi-label classification.
Marek WydmuchKalina JasinskaMikhail KuznetsovRóbert Busa-FeketeKrzysztof DembczynskiPublished in: CoRR (2018)
Keyphrases
- multi label classification
- multi label
- binary classification
- semi supervised learning
- multi class
- text categorization
- image annotation
- label space
- text classification
- semi supervised
- binary classifiers
- graph cuts
- classification algorithm
- image classification
- cost sensitive
- support vector
- learning tasks
- lower bound
- feature selection
- machine learning
- neural network
- image database
- support vector machine
- pairwise
- learning problems
- class imbalance
- decision trees