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Open Problem: The landscape of the loss surfaces of multilayer networks.

, , and . COLT, volume 40 of JMLR Workshop and Conference Proceedings, page 1756-1760. JMLR.org, (2015)

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Object Recognition with Gradient-Based Learning., , , and . Shape, Contour and Grouping in Computer Vision, volume 1681 of Lecture Notes in Computer Science, page 319-. Springer, (1999)Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation., , , and . Neural Networks: Tricks of the Trade, volume 1524 of Lecture Notes in Computer Science, Springer, (1996)Transformation Invariance in Pattern Recognition - Tangent Distance and Tangent Propagation., , , and . Neural Networks: Tricks of the Trade (2nd ed.), volume 7700 of Lecture Notes in Computer Science, Springer, (2012)OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks, , , , , and . (2013)cite arxiv:1312.6229.Unsupervised Learning of Sparse Features for Scalable Audio Classification., , , and . ISMIR, page 681-686. University of Miami, (2011)Deep learning, , and . nature, 521 (7553): 436 (2015)Guest Editorial Applications Of Artificial Neural Networks To Image Processing., , , , , , and . IEEE Trans. Image Processing, 7 (8): 1093-1096 (1998)Improving generalization performance using double backpropagation., and . IEEE Trans. Neural Networks, 3 (6): 991-997 (1992)Text Understanding from Scratch, and . (2015)cite arxiv:1502.01710Comment: This technical report is superseded by a paper entitled "Character-level Convolutional Networks for Text Classification", arXiv:1509.01626. It has considerably more experimental results and a rewritten introduction.Hierarchical loss for classification., , and . CoRR, (2017)