Interpretable, stable and scalable machine learning and statistical inference

In recent years, machine learning and artificial intelligence have been widely deployed across numerous disciplines. Much of the focus of this work has been task-driven (e.g., generating text, predicting outcomes, etc.). However, there remain important follow-up concepts that are more closely aligned with human and project interests and…