The explanation game: a formal framework for interpretable machine learning
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DOI: 10.1007/s11229-020-02629-9
Abstract: We propose a formal framework for interpretable machine learning. Combining elements from statistical learning, causal interventionism, and decision theory, we design an idealised explanation game in which players collaborate to find the best explanation(s) for… read more here.
Keywords: explanation; game; machine learning; framework interpretable ... See more keywords
Formal Framework for Safety, Security, and Availability of Aircraft Communication Networks
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DOI: 10.2514/1.i010769
Abstract: As the costs of fuel and maintenance increase and regulations on weight and environmental impact tighten, there is an increasing push to transition onboard aircraft networks to wireless, reducing w... read more here.
Keywords: aircraft; framework safety; safety security; formal framework ... See more keywords