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A Closer Look at Accuracy vs. Robustness.

, , , , и . NeurIPS, (2020)

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Yuan Yao

Yuan Yao

Yuan Yao

Yuan Yang

Yao Yang

 

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Adversarial Examples for Non-Parametric Methods: Attacks, Defenses and Large Sample Limits, , , и . (2019)cite arxiv:1906.03310.Torchaudio: Building Blocks for Audio and Speech Processing., , , , , , , , , и 8 other автор(ы). ICASSP, стр. 6982-6986. IEEE, (2022)Cost-Sensitive Reference Pair Encoding for Multi-Label Learning., , , и . PAKDD (1), том 10937 из Lecture Notes in Computer Science, стр. 143-155. Springer, (2018)Adversarial Robustness Through Local Lipschitzness., , , , и . CoRR, (2020)A Closer Look at Accuracy vs. Robustness., , , , и . NeurIPS, (2020)What You See is What You Get: Principled Deep Learning via Distributional Generalization., , , , и . NeurIPS, (2022)A Principled Approach to Trustworthy Machine Learning. University of California, San Diego, USA, (2022)Close Category Generalization., , , и . CoRR, (2020)Deep Learning with a Rethinking Structure for Multi-label Classification., , , и . ACML, том 101 из Proceedings of Machine Learning Research, стр. 125-140. PMLR, (2019)Connecting Interpretability and Robustness in Decision Trees through Separation., , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 7839-7849. PMLR, (2021)