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A Geometric Perspective on the Robustness of Deep Networks, , и . (2017)Thresholding-based reconstruction of compressed correlated signals., , и . ICASSP, стр. 2725-2728. IEEE, (2012)The Robustness of Deep Networks: A Geometrical Perspective., , и . IEEE Signal Process. Mag., 34 (6): 50-62 (2017)Robustness of classifiers: from adversarial to random noise., , и . NIPS, стр. 1624-1632. (2016)SaaS: Speed as a Supervisor for Semi-supervised Learning., , и . ECCV (2), том 11206 из Lecture Notes in Computer Science, стр. 152-166. Springer, (2018)Image inpainting through neural networks hallucinations., , , и . IVMSP, стр. 1-5. IEEE, (2016)DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks., , и . CVPR, стр. 2574-2582. IEEE Computer Society, (2016)Mathematical discoveries from program search with large language models., , , , , , , , , и 2 other автор(ы). Nat., 625 (7995): 468-475 (января 2024)Robustness of classifiers to uniform $\ell_p$ and Gaussian noise., , и . AISTATS, том 84 из Proceedings of Machine Learning Research, стр. 1280-1288. PMLR, (2018)Classification of unions of subspaces with sparse representations., и . ACSSC, стр. 1368-1372. IEEE, (2013)