Dropout with Expectation-linear Regularization

Dropout with Expectation-linear Regularization

26 September 2016

Papers citing "Dropout with Expectation-linear Regularization"

17 / 17 papers shown

Title
On the Convergence of Adam and Beyond Sashank J. Reddi Satyen Kale Surinder Kumar 93 2,499 0 19 Apr 2019
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 99 396 0 07 Feb 2017
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 92 2,653 0 04 Mar 2016
Surprising properties of dropout in deep networks D. Helmbold Philip M. Long 45 3 0 14 Feb 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 185 1,650 0 16 Dec 2015
On the accuracy of self-normalized log-linear models Jacob Andreas Maxim Rabinovich Dan Klein Michael I. Jordan 41 15 0 12 Jun 2015
Variational Dropout and the Local Reparameterization Trick Diederik P. Kingma Tim Salimans Max Welling BDL 223 1,511 0 08 Jun 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 359 19,643 0 09 Mar 2015
To Drop or Not to Drop: Robustness, Consistency and Differential Privacy Properties of Dropout Prateek Jain Vivek Kulkarni Abhradeep Thakurta Oliver Williams 86 30 0 06 Mar 2015
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 248 4,667 0 21 Dec 2014
On the Inductive Bias of Dropout D. Helmbold Philip M. Long 127 71 0 15 Dec 2014
Altitude Training: Strong Bounds for Single-Layer Dropout Stefan Wager William Fithian Sida I. Wang Percy Liang BDL 90 50 0 11 Jul 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 246 16,361 0 30 Apr 2014
Dropout Training for Support Vector Machines Ning Chen Jun Zhu Jianfei Chen Bo Zhang 76 37 0 16 Apr 2014
Dropout Rademacher Complexity of Deep Neural Networks Wei Gao Zhi Zhou 81 69 0 16 Feb 2014
Dropout Training as Adaptive Regularization Stefan Wager Sida I. Wang Percy Liang 129 599 0 04 Jul 2013
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 453 7,661 0 03 Jul 2012