Evaluating the Interpretability of Generative Models by Interactive Reconstruction

Andrew Slavin Ross, Nina Chen, Elisa Zhao Hang +2

For machine learning models to be most useful in numerous sociotechnical systems, many have argued that they must be human-interpretable. However, despite increasing interest in in…