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...
| Hlavní autoři: | , , , |
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| Médium: | Conference item |
| Jazyk: | English |
| Vydáno: |
Curran Associates
2023
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