Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Mofakhami, Mehrnaz"'
Autor:
Góis, António, Mofakhami, Mehrnaz, Santos, Fernando P., Lacoste-Julien, Simon, Gidel, Gauthier
Predictions often influence the reality which they aim to predict, an effect known as performativity. Existing work focuses on accuracy maximization under this effect, but model deployment may have important unintended impacts, especially in multiage
Externí odkaz:
http://arxiv.org/abs/2408.05146
Performative prediction is a framework for learning models that influence the data they intend to predict. We focus on finding classifiers that are performatively stable, i.e. optimal for the data distribution they induce. Standard convergence result
Externí odkaz:
http://arxiv.org/abs/2304.06879