Amanda Coston
Title
Cited by
Cited by
Year
Fair transfer learning with missing protected attributes
A Coston, KN Ramamurthy, D Wei, KR Varshney, S Speakman, ...
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 91-98, 2019
102019
Conditional learning of fair representations
H Zhao, A Coston, T Adel, GJ Gordon
arXiv preprint arXiv:1910.07162, 2019
82019
Counterfactual risk assessments, evaluation, and fairness
A Coston, A Mishler, EH Kennedy, A Chouldechova
Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020
52020
Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate
L Li, R Zuo, A Coston, JC Weiss, GH Chen
arXiv preprint arXiv:2007.07796, 2020
2020
Counterfactual Predictions under Runtime Confounding
A Coston, EH Kennedy, A Chouldechova
arXiv preprint arXiv:2006.16916, 2020
2020
Proceedings of NeurIPS 2019 Workshop on Machine Learning for the Developing World: Challenges and Risks of ML4D
M De-Arteaga, T Afonja, A Coston
arXiv preprint arXiv:2001.00249, 2020
2020
Topic Models with Survival Supervision: Archetypal Analysis and Neural Approaches
GH Chen, L Li, R Zuo, A Coston, JC Weiss
2019
Risk Assessments and Fairness Under Missingness and Confounding
A Coston
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 531-531, 2019
2019
Proceedings of NeurIPS 2018 Workshop on Machine Learning for the Developing World: Achieving Sustainable Impact
M De-Arteaga, A Coston, W Herlands
arXiv preprint arXiv:1812.10398, 2018
2018
Unsupervised Risk Discovery for Child Welfare Screening
S Caldas, A Coston, K Guitierrez, L Liu
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