Interpretable Machine Learning: A Brief History, State-of-the-Art and Challenges

We present a brief history of the field of interpretable machine learning
(IML), give an overview of state-of-the-art interpretation methods, and discuss
challenges. Research in IML has boomed in recent years. As young as the field
is, it has over 200 yea… Read more


What is Machine Learning?

Learning, like intelligence, covers such a broad range of processes that it is difficult to define precisely. According to Wikipedia, Learning is the act of acquiring new or modifying and reinforcing existing knowledge, behaviors, skills, values, or prefe... (more…)

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