Noisy Recurrent Neural Networks

Noisy Recurrent Neural Networks

9 February 2021

N. Benjamin Erichson

Liam Hodgkinson

Michael W. Mahoney

Papers citing "Noisy Recurrent Neural Networks"

14 / 64 papers shown

Title
Stable Architectures for Deep Neural Networks E. Haber Lars Ruthotto 145 728 0 09 May 2017
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 339 4,626 0 10 Nov 2016
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 424 2,937 0 15 Sep 2016
Robust Large Margin Deep Neural Networks Jure Sokolić Raja Giryes Guillermo Sapiro M. Rodrigues 64 309 0 26 May 2016
Sequential Neural Models with Stochastic Layers Marco Fraccaro Søren Kaae Sønderby Ulrich Paquet Ole Winther BDL 112 398 0 24 May 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 212 2,356 0 30 Mar 2016
Improving performance of recurrent neural network with relu nonlinearity S. Talathi Aniket A. Vartak ODL 56 88 0 12 Nov 2015
A Simple Way to Initialize Recurrent Networks of Rectified Linear Units Quoc V. Le Navdeep Jaitly Geoffrey E. Hinton ODL 86 719 0 03 Apr 2015
Recurrent Neural Network Regularization Wojciech Zaremba Ilya Sutskever Oriol Vinyals ODL 137 2,776 0 08 Sep 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 270 14,918 1 21 Dec 2013
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 190 5,342 0 21 Nov 2012
Approximate Computation and Implicit Regularization for Very Large-scale Data Analysis Michael W. Mahoney 45 34 0 04 Mar 2012
Implementing regularization implicitly via approximate eigenvector computation Michael W. Mahoney L. Orecchia 109 44 0 04 Oct 2010
Robustness and Generalization Huan Xu Shie Mannor OOD 191 461 0 13 May 2010