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Picture for Rudolf Mathar

Adversarial Risk Bounds for Neural Networks through Sparsity based Compression


Jun 03, 2019
Emilio Rafael Balda, Arash Behboodi, Niklas Koep, Rudolf Mathar

* 16 pages, 4 figures 

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On the Effect of Low-Rank Weights on Adversarial Robustness of Neural Networks


Jan 29, 2019
Peter Langeberg, Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar


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Perturbation Analysis of Learning Algorithms: A Unifying Perspective on Generation of Adversarial Examples


Dec 15, 2018
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar

* arXiv admin note: text overlap with arXiv:1803.03607 

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On Generation of Adversarial Examples using Convex Programming


Jul 10, 2018
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar

* ASILOMAR 2018 
* Accepted in ASILOMAR 2018 

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Learning the Localization Function: Machine Learning Approach to Fingerprinting Localization


Mar 21, 2018
Linchen Xiao, Arash Behboodi, Rudolf Mathar


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A Discontinuous Neural Network for Non-Negative Sparse Approximation


Mar 21, 2016
Martijn Arts, Marius Cordts, Monika Gorin, Marc Spehr, Rudolf Mathar


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