On the informativeness of supervision signals

Ilia Sucholutsky, Ruairidh M. Battleday, Katherine M. Collins, Raja Marjieh, Joshua C. Peterson, Pulkit Singh, Umang Bhatt, Nori Jacoby, Adrian Weller, Thomas L. Griffiths 0001. On the informativeness of supervision signals. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 2036-2046, PMLR, 2023. [doi]

@inproceedings{SucholutskyBCMP23,
  title = {On the informativeness of supervision signals},
  author = {Ilia Sucholutsky and Ruairidh M. Battleday and Katherine M. Collins and Raja Marjieh and Joshua C. Peterson and Pulkit Singh and Umang Bhatt and Nori Jacoby and Adrian Weller and Thomas L. Griffiths 0001},
  year = {2023},
  url = {https://proceedings.mlr.press/v216/sucholutsky23a.html},
  researchr = {https://researchr.org/publication/SucholutskyBCMP23},
  cites = {0},
  citedby = {0},
  pages = {2036-2046},
  booktitle = {Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA},
  editor = {Robin J. Evans 0002 and Ilya Shpitser},
  volume = {216},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}