Deep Learning without Poor Local Minima
In this paper, we prove a conjecture published in 1989 and also partially address an open problem announced at the Conference on Learning Theory (COLT) 2015. For an expected loss function of a deep nonlinear neural network, we prove the following statements under the independence assumption adopted...
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2016
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| Online Access: | http://hdl.handle.net/1721.1/102665 |