Donald Martin Jr.

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Machine Learning

Causal Theories

Data Representations

Top Venues

Publications

Jill A. Kuhlberg, Irene Headen, Ellis A. Ballard, Donald Martin Jr.
Advancing Community Engaged Approaches to Identifying Structural Drivers of Racial Bias in Health Diagnostic Algorithms. CoRR (2023)
Emmanuel Klu, Sameer Sethi, DJ Passey, Donald Martin Jr.
SDGym: Low-Code Reinforcement Learning Environments using System Dynamics Models. CoRR (2023)
Donald Martin Jr., David Kinney
Causal Theories and Structural Data Representations for Improving Out-of-Distribution Classification. CoRR (2023)
Donald Martin Jr., Vinodkumar Prabhakaran, Jill Kuhlberg, Andrew Smart, William S. Isaac
Extending the Machine Learning Abstraction Boundary: A Complex Systems Approach to Incorporate Societal Context. CoRR (2020)
Donald Martin Jr., Vinodkumar Prabhakaran, Jill Kuhlberg, Andrew Smart, William S. Isaac
Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics. CoRR (2020)