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05/23/2017
Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems
Security, privacy, and fairness have become critical in the era of data ...
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10/14/2016
Generalization Error of Invariant Classifiers
This paper studies the generalization error of invariant classifiers. In...
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05/26/2016
Robust Large Margin Deep Neural Networks
The generalization error of deep neural networks via their classificatio...
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08/07/2015