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Improving Neural Network Robustness through Neighborhood Preserving Layers

Jan 29, 2021
Bingyuan Liu, Christopher Malon, Lingzhou Xue, Erik Kruus

* An earlier short version of this paper without proof is presented in 25th International Conference on Pattern Recognition(ICPR), Manifold Learning from Euclid to Riemann workshop 

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Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding

Dec 09, 2018
Yao Li, Martin Renqiang Min, Wenchao Yu, Cho-Jui Hsieh, Thomas C. M. Lee, Erik Kruus

* 9 pages 

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ASAP: Asynchronous Approximate Data-Parallel Computation

Dec 27, 2016
Asim Kadav, Erik Kruus

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