Beyond Model Interpretability: Socio-Structural Explanations in Machine Learning

Andrew Smart, Atoosa Kasirzadeh

What is it to interpret the outputs of an opaque machine learning model. One approach is to develop interpretable machine learning techniques. These techniques aim to show how mach…