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04/10/2020
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
The rapid dynamics of COVID-19 calls for quick and effective tracking of...
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01/27/2020
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space
We present an approach to explain the decisions of black box models for ...
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10/22/2018
Assessing the Stability of Interpretable Models
Interpretable classification models are built with the purpose of provid...
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06/26/2018
Open the Black Box Data-Driven Explanation of Black Box Decision Systems
Black box systems for automated decision making, often based on machine ...
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05/28/2018
Local Rule-Based Explanations of Black Box Decision Systems
The recent years have witnessed the rise of accurate but obscure decisio...
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02/06/2018