Combining soft decisions of several unreliable experts

@article{Goldberger2016CombiningSD,
  title={Combining soft decisions of several unreliable experts},
  author={Jacob Goldberger},
  journal={2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year={2016},
  pages={2334-2338}
}
In this study we address the problem of integrating information from several experts with unknown levels of expertise. In the usual setup each expert expresses her opinion by choosing one of the options. Here we assume that each expert provides her opinion in a soft manner via a distribution on the possible options. The goal is to find the reliability level… CONTINUE READING