Norm-Based Capacity Control in Neural Networks

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Norm-Based Capacity Control in Neural Networks

27 February 2015

Behnam Neyshabur

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Papers citing "Norm-Based Capacity Control in Neural Networks"

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Title
Deep Online Convex Optimization with Gated Games David Balduzzi 66 8 0 07 Apr 2016
Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity Amit Daniely Roy Frostig Y. Singer 191 345 0 18 Feb 2016
Surprising properties of dropout in deep networks D. Helmbold Philip M. Long 61 3 0 14 Feb 2016
GraphConnect: A Regularization Framework for Neural Networks Jiaji Huang Qiang Qiu Robert Calderbank Guillermo Sapiro 18 3 0 21 Dec 2015
Learning Halfspaces and Neural Networks with Random Initialization Yuchen Zhang Jason D. Lee Martin J. Wainwright Michael I. Jordan 85 37 0 25 Nov 2015
Data-Dependent Path Normalization in Neural Networks Behnam Neyshabur Ryota Tomioka Ruslan Salakhutdinov Nathan Srebro 110 22 0 20 Nov 2015
Path-SGD: Path-Normalized Optimization in Deep Neural Networks Behnam Neyshabur Ruslan Salakhutdinov Nathan Srebro ODL 105 310 0 08 Jun 2015