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08/14/2023
Asymptotic nonnegative rank of matrices
The nonnegative rank of nonnegative matrices is an important quantity th...
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06/05/2023
Does a sparse ReLU network training problem always admit an optimum?
Given a training set, a loss function, and a neural network architecture...
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04/20/2023
Sparsity in neural networks can improve their privacy
This article measures how sparsity can make neural networks more robust ...
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04/11/2023
Sparsity in neural networks can increase their privacy
This article measures how sparsity can make neural networks more robust ...
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11/25/2022
Towards Better Bounds for Finding Quasi-Identifiers
We revisit the problem of finding small ϵ-separation keys introduced by ...
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12/01/2021