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...
المؤلفون الرئيسيون: | Gourdeau, P, Kanade, V, Kwiatkowska, M, Worrell, J |
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التنسيق: | Conference item |
اللغة: | English |
منشور في: |
Curran Associates
2023
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مواد مشابهة
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Sample complexity bounds for robustly learning decision lists against evasion attacks
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Sample complexity of robust learning against evasion attacks
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