Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration

Gavin Kerrigan, Padhraic Smyth, Mark Steyvers. Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 4421-4434, 2021. [doi]

@inproceedings{KerriganSS21,
  title = {Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration},
  author = {Gavin Kerrigan and Padhraic Smyth and Mark Steyvers},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/234b941e88b755b7a72a1c1dd5022f30-Abstract.html},
  researchr = {https://researchr.org/publication/KerriganSS21},
  cites = {0},
  citedby = {0},
  pages = {4421-4434},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}