Swarm Ecology
layer 3 · theory

conference paper · Studying up: reflexivity, observation & method

Performative Prediction

Juan C. Perdomo, Tijana Zrnic, Celestine Mendler-Dünner, Moritz Hardt · 2020

Proceedings of the 37th International Conference on Machine Learning

A conference paper introducing performative prediction and the notion of performative stability. Both papers borrow that notion: findings about the organisms must survive their own publication, because descriptions enter the organisms' environment and training (P13). Prediction 9 tests this with published and private twin evaluations.

Cited in
both papers (Flagship: Organisms that read us; Companion §8)
Used for
P13Prediction 9P13; prediction 9
Strand
Studying up: reflexivity, observation & method · Reflexivity, performativity & studying up

Cite

@inproceedings{perdomo2020performative,
  title = {Performative Prediction},
  author = {Juan C. Perdomo and Tijana Zrnic and Celestine Mendler-Dünner and Moritz Hardt},
  year = {2020},
  howpublished = {Proceedings of the 37th International Conference on Machine Learning},
  url = {https://proceedings.mlr.press/v119/perdomo20a.html},
}