Deep linear neural networks with arbitrary loss: All local minima are global

5 December 2017

Papers citing "Deep linear neural networks with arbitrary loss: All local minima are global"

5 / 5 papers shown

Title
Depth Creates No Bad Local Minima Haihao Lu Kenji Kawaguchi ODL FAtt 57 121 0 27 Feb 2017
Identity Matters in Deep Learning Moritz Hardt Tengyu Ma OOD 53 398 0 14 Nov 2016
Deep Learning without Poor Local Minima Kenji Kawaguchi ODL 145 919 0 23 May 2016
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 111 1,830 0 20 Dec 2013
Complex-Valued Autoencoders Pierre Baldi Zhiqin Lu 68 59 0 20 Aug 2011