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Robust Large Margin Deep Neural Networks

, , , and . (2016)cite arxiv:1605.08254Comment: accepted to IEEE Transactions on Signal Processing.
DOI: 10.1109/TSP.2017.2708039

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Mismatch in the classification of linear subspaces: Upper bound to the probability of error., , , and . ISIT, page 2201-2205. IEEE, (2015)Robust Large Margin Deep Neural Networks., , , and . IEEE Trans. Signal Process., 65 (16): 4265-4280 (2017)Generalization Error of Invariant Classifiers., , , and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 1094-1103. PMLR, (2017)On Deep Learning for Inverse Problems., , and . EUSIPCO, page 1895-1899. IEEE, (2018)Margin Preservation of Deep Neural Networks., , , and . CoRR, (2016)Robust Large Margin Deep Neural Networks, , , and . (2016)cite arxiv:1605.08254Comment: accepted to IEEE Transactions on Signal Processing.BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images., , , , , , , , , and . MICCAI (2), volume 11071 of Lecture Notes in Computer Science, page 228-236. Springer, (2018)