Active learning from uncertain crowd annotations

@article{Yan2014ActiveLF,
  title={Active learning from uncertain crowd annotations},
  author={Yan Yan and R{\'o}mer Rosales and Glenn Fung and Jennifer G. Dy},
  journal={2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton)},
  year={2014},
  pages={385-392}
}
Supervised learning means there is a teacher providing labels given data samples, and the goal is to predict the labels of unseen instances. In general, these labelers may make mistakes. Typical learning methods rely on an often overlooked assumption that a single expert can provide the required supervision; however, it is becoming more common for… CONTINUE READING