Follow
Donald Martin, Jr.
Donald Martin, Jr.
Google
Verified email at smartme.com - Homepage
Title
Cited by
Cited by
Year
Participatory problem formulation for fairer machine learning through community based system dynamics
D Martin Jr, V Prabhakaran, J Kuhlberg, A Smart, WS Isaac
arXiv preprint arXiv:2005.07572, 2020
672020
Problem modeling in resource optimization
DP Clark, D Martin Jr
US Patent 6,411,922, 2002
552002
Extending the machine learning abstraction boundary: A Complex systems approach to incorporate societal context
D Martin Jr, V Prabhakaran, J Kuhlberg, A Smart, WS Isaac
arXiv preprint arXiv:2006.09663, 2020
282020
Participatory machine learning using community-based system dynamics
V Prabhakaran, D Martin Jr
Health and Human Rights 22 (2), 71, 2020
192020
AI Engineers Need to Think Beyond Engineering
J D Martin, A Moore
https://hbr.org/2020/10/ai-engineers-need-to-think-beyond-engineering, 2020
32020
Advancing Community Engaged Approaches to Identifying Structural Drivers of Racial Bias in Health Diagnostic Algorithms
JA Kuhlberg, I Headen, EA Ballard, D Martin Jr
arXiv preprint arXiv:2305.13485, 2023
12023
SDGym: Low-Code Reinforcement Learning Environments using System Dynamics Models
E Klu, S Sethi, DJ Passey, D Martin Jr
arXiv preprint arXiv:2310.12494, 2023
2023
Causal Theories and Structural Data Representations for Improving Out-of-Distribution Classification
D Martin Jr, D Kinney
arXiv preprint arXiv:2309.10211, 2023
2023
VIEWPOINT Participatory Machine Learning Using Community-Based System Dynamics
V Prabhakaran, D Martin Jr
Health and Human Rights Journal 22 (2), 71-74, 2020
2020
Leveraging CBSD to Advance Community Engaged Approaches to Identifying Structural Drivers of Racial Bias in Health Diagnostic Algorithms
J Kuhlberg, I Headen, D Martin Jr, E Ballard
2020
The system can't perform the operation now. Try again later.
Articles 1–10