Human-in-the-Loop Interpretability Prior

Isaac Lage, Andrew Slavin Ross, Been Kim +2

We often desire our models to be interpretable as well as accurate. Prior work on optimizing models for interpretability has relied on easy-to-quantify proxies for interpretability…