73 citations · 74 across the 3 of their papers we have counts for
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cs.LG2020
Interpretable Factorization for Neural Network ECG Models
Christopher Snyder, Sriram Vishwanath
The ability of deep learning (DL) to improve the practice of medicine and its clinical outcomes faces a looming obstacle: model interpretation. Without description of how outputs a…
cs.LG2020★ 1 cited
Deep Networks as Logical Circuits: Generalization and Interpretation
Christopher Snyder, Sriram Vishwanath
Not only are Deep Neural Networks (DNNs) black box models, but also we frequently conceptualize them as such. We lack good interpretations of the mechanisms linking inputs to outpu…