H. Xiao, K. Rasul, и R. Vollgraf. (2017)cite arxiv:1708.07747Comment: Dataset is freely available at https://github.com/zalandoresearch/fashion-mnist Benchmark is available at http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/.
A. Achille, и S. Soatto. Journal of Machine Learning Research, (2017)cite arxiv:1706.01350Comment: Deep learning, neural network, representation, flat minima, information bottleneck, overfitting, generalization, sufficiency, minimality, sensitivity, information complexity, stochastic gradient descent, regularization, total correlation, PAC-Bayes.
N. Slonim, G. Atwal, G. Tkacik, и W. Bialek. (2005)cite arxiv:q-bio/0511042Comment: Supplementary material for the article to be published in Proceedings of the National Academy of Sciences USA, 47 pages, 21 figures.