Why Interpretability in Machine Learning? An Answer Using Distributed Detection and Data Fusion Theory

Kush R. Varshney, Prashant Khanduri, Pranay Sharma +2

As artificial intelligence is increasingly affecting all parts of society and life, there is growing recognition that human interpretability of machine learning models is important…