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Rudolf Mathar

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Adversarial Risk Bounds for Neural Networks through Sparsity based Compression

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

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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

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On Generation of Adversarial Examples using Convex Programming

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

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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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