The loss surface of deep linear networks viewed through the algebraic geometry lens

17 October 2018

Papers citing "The loss surface of deep linear networks viewed through the algebraic geometry lens"

6 / 56 papers shown

Title
Qualitatively characterizing neural network optimization problems Ian Goodfellow Oriol Vinyals Andrew M. Saxe ODL 108 522 0 19 Dec 2014
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 254 1,198 0 30 Nov 2014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization Yann N. Dauphin Razvan Pascanu Çağlar Gülçehre Kyunghyun Cho Surya Ganguli Yoshua Bengio ODL 126 1,385 0 10 Jun 2014
Neuronal Synchrony in Complex-Valued Deep Networks David P. Reichert Thomas Serre 86 110 0 20 Dec 2013
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 165 1,844 0 20 Dec 2013
Complex-Valued Autoencoders Pierre Baldi Zhiqin Lu 81 59 0 20 Aug 2011