When are local queries useful for robust learning?

Distributional assumptions have been shown to be necessary for the robust learnability of concept classes when considering the exact-in-the-ball robust risk and access to random examples by Gourdeau et al. (2019). In this paper, we study learning models where the learner is given more power through...

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Autors principals: Gourdeau, P, Kanade, V, Kwiatkowska, M, Worrell, J
Format: Conference item
Idioma:English
Publicat: Curran Associates 2023