Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification

Maksim Lapin, Matthias Hein 0001, Bernt Schiele. Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification. IEEE Trans. Pattern Anal. Mach. Intell., 40(7):1533-1554, 2018. [doi]

@article{LapinHS18,
  title = {Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification},
  author = {Maksim Lapin and Matthias Hein 0001 and Bernt Schiele},
  year = {2018},
  doi = {10.1109/TPAMI.2017.2751607},
  url = {http://doi.ieeecomputersociety.org/10.1109/TPAMI.2017.2751607},
  researchr = {https://researchr.org/publication/LapinHS18},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
  volume = {40},
  number = {7},
  pages = {1533-1554},
}