Researcher profile
Krzysztof Dembczyński
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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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 …
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Multi-Target Prediction: A Unifying View on Problems and Methods
2018 · arXiv (Cornell University)
Multi-target prediction (MTP) is concerned with the simultaneous prediction of multiple target variables of diverse type. Due to its enormous application potential, it has developed into an active and rapidly expanding research field that combines …