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深度学习的泛化理论简介

changkun.de · published 17 December 2017

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https://arxiv.org/abs/1611.03530
arxiv.org
https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf
papers.nips.cc
https://simons.berkeley.edu/programs/machinelearning2017
simons.berkeley.edu
https://arxiv.org/abs/1605.07154
arxiv.org
https://arxiv.org/abs/1703.11008
arxiv.org
https://arxiv.org/abs/1706.08498
arxiv.org
https://arxiv.org/abs/1707.09564
arxiv.org
http://www.cs.princeton.edu/courses/archive/fall17/cos597A/
cs.princeton.edu
http://www.cs.princeton.edu/courses/archive/fall17/cos597A/lecnotes/generalize.pdf
cs.princeton.edu
https://www.cs.princeton.edu/courses/archive/spring14/cos511/scribe_notes/0220.pdf
cs.princeton.edu
https://nickhar.wordpress.com/2012/02/29/lecture-15-low-rank-approximation-of-matrices/
nickhar.wordpress.com
http://www.cs.cmu.edu/~jcl/papers/nn_bound/not_bound.pdf
cs.cmu.edu
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