Efficient set-valued prediction in multi-class classification

Author:

Mortier ThomasORCID,Wydmuch Marek,Dembczyński Krzysztof,Hüllermeier Eyke,Waegeman Willem

Funder

Vlaamse Overheid

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Computer Science Applications,Information Systems

Reference62 articles.

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2. Babbar R, Schölkopf B (2017) Dismec: Distributed sparse machines for extreme multi-label classification. Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, DOI 10(1145/3018661):3018741

3. Balasubramanian V, Ho S, Vovk V (eds) (2014) Conformal Prediction for Reliable Machine Learning: Theory. Morgan Kaufmann, Adaptations and Applications

4. Beygelzimer A, Langford J, Lifshits Y, Sorkin G, Strehl A (2009) Conditional probability tree estimation analysis and algorithms. In: Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, AUAI Press, Arlington, Virginia, United States, UAI ’09, pp 51–58

5. Bi W, Kwok J (2015) Bayes-optimal hierarchical multilabel classification. IEEE Trans Knowl Data Eng 27:1–1

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