Realizing Sociotechnical Machine Learning through Modeling, Explanations, and Reflections

NSF CAREER research program that uses human-in-the-loop methods, model-based approaches, and explanation techniques to help technologists anticipate and reflect on the social impacts of machine learning components in sociotechnical systems.