Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.
Himanshu JainYashoteja PrabhuManik VarmaPublished in: KDD (2016)
Keyphrases
- multi label
- loss function
- learning to rank
- multi label classification
- text categorization
- image classification
- learning to rank algorithms
- pairwise
- multi label learning
- graph cuts
- multiple labels
- binary classification
- image annotation
- text classification
- collaborative filtering
- class labels
- label assignment
- ranking functions
- label space
- support vector
- recommender systems
- ranking algorithm
- web search
- learning tasks
- decision trees
- semi supervised learning
- higher order
- training set
- machine learning