Globally Optimal Training of Generalized Polynomial Neural Networks with
Nonlinear Spectral Methods

Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods

28 October 2016

Quynh N. Nguyen

Matthias Hein

Papers citing "Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods"

7 / 7 papers shown

Title
Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity Amit Daniely Roy Frostig Y. Singer 105 343 0 18 Feb 2016
Train faster, generalize better: Stability of stochastic gradient descent Moritz Hardt Benjamin Recht Y. Singer 101 1,234 0 03 Sep 2015
Global Optimality in Tensor Factorization, Deep Learning, and Beyond B. Haeffele René Vidal 131 150 0 24 Jun 2015
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 230 1,191 0 30 Nov 2014
On the Computational Efficiency of Training Neural Networks Roi Livni Shai Shalev-Shwartz Ohad Shamir 87 479 0 05 Oct 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 179 16,311 0 30 Apr 2014
Provable Bounds for Learning Some Deep Representations Sanjeev Arora Aditya Bhaskara Rong Ge Tengyu Ma BDL 73 335 0 23 Oct 2013