Interpreting Deep Models through the Lens of Data

5 May 2020Dominique MercierShoaib Ahmed SiddiquiAndreas DengelSheraz Ahmed

Identification of input data points relevant for the classifier (i.e. serve as the support vector) has recently spurred the interest of researchers for both interpretability as well as dataset debugging. This paper presents an in-depth analysis of the methods which attempt to identify the influence of these data points on the resulting classifier... (read more)

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