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    • Model-Agnostic Explanations and Evaluation of Machine Learning 

      Correia Ribeiro, Marco Tulio
      Despite many successes, complex machine learning systems are limited in their impact due to several issues regarding communication with humans: they are functionally black boxes, hard to debug and hard to evaluate properly. ...