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06/26/2020
Interpretable Factorization for Neural Network ECG Models
The ability of deep learning (DL) to improve the practice of medicine an...
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03/25/2020
Deep Networks as Logical Circuits: Generalization and Interpretation
Not only are Deep Neural Networks (DNNs) black box models, but also we f...
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11/05/2018
Generalization Bounds for Neural Networks: Kernels, Symmetry, and Sample Compression
Though Deep Neural Networks (DNNs) are widely celebrated for their pract...
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09/06/2017