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Toward Sampling for Deep Learning Model Diagnosis.

ICDE, pp.1910-1913, (2020)

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Abstract

Deep learning (DL) models have achieved paradigm-changing performance in many fields with high dimensional data, such as images, audio, and text. However, the black-box nature of deep neural networks is not only a barrier to adoption in applications such as medical diagnosis, where interpretability is essential, but it also impedes diagno...More

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Parmita Mehta
Parmita Mehta
Stephen Portillo
Stephen Portillo
Andrew J. Connolly
Andrew J. Connolly
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