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Structured Dimensionality Reduction for Additive Model Regression.

, , , , and . IEEE Trans. Knowl. Data Eng., 28 (6): 1589-1601 (2016)

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