Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics. - Donald Martin Jr.; Vinodkumar Prabhakaran; Jill Kuhlberg; Andrew Smart; William S. Isaac (CoRR, 2020)

Extending the Machine Learning Abstraction Boundary: A Complex Systems Approach to Incorporate Societal Context. - Donald Martin Jr.; Vinodkumar Prabhakaran; Jill Kuhlberg; Andrew Smart; William S. Isaac (CoRR, 2020)

Advancing Community Engaged Approaches to Identifying Structural Drivers of Racial Bias in Health Diagnostic Algorithms. - Jill A. Kuhlberg; Irene Headen; Ellis A. Ballard; Donald Martin Jr. (CoRR, 2023)