Surprising properties of dropout in deep networks

14 February 2016

Papers citing "Surprising properties of dropout in deep networks"

7 / 7 papers shown

Title
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 821 9,318 0 06 Jun 2015
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 290 588 0 27 Feb 2015
Altitude Training: Strong Bounds for Single-Layer Dropout Stefan Wager William Fithian Sida I. Wang Percy Liang BDL 90 50 0 11 Jul 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 100 3,559 0 08 Apr 2014
Dropout Training as Adaptive Regularization Stefan Wager Sida I. Wang Percy Liang 129 599 0 04 Jul 2013
Maxout Networks Ian Goodfellow David Warde-Farley M. Berk Mirza Aaron Courville Yoshua Bengio OOD 240 2,178 0 18 Feb 2013
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 453 7,663 0 03 Jul 2012