Marek Wydmuch

A no-regret generalization of hierarchical softmax to extreme multi-label classification

2018 · arXiv (Cornell University)

Extreme multi-label classification (XMLC) is a problem of tagging an instance with a small subset of relevant labels chosen from an extremely large pool of possible labels. Large label spaces can be efficiently handled by …