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Duncan C McElfresh
Duncan C McElfresh
Stanford University, US Department of Veterans Affairs
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
Year
Measuring non-expert comprehension of machine learning fairness metrics
D Saha, C Schumann, D Mcelfresh, J Dickerson, M Mazurek, M Tschantz
International Conference on Machine Learning, 8377-8387, 2020
632020
Balancing lexicographic fairness and a utilitarian objective with application to kidney exchange
D McElfresh, J Dickerson
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
302018
Scalable robust kidney exchange
DC McElfresh, H Bidkhori, JP Dickerson
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1077-1084, 2019
262019
When do neural nets outperform boosted trees on tabular data?
D McElfresh, S Khandagale, J Valverde, V Prasad C, G Ramakrishnan, ...
Advances in Neural Information Processing Systems 36, 2024
252024
Robust active preference elicitation
P Vayanos, Y Ye, D McElfresh, J Dickerson, E Rice
arXiv preprint arXiv:2003.01899, 2020
182020
Human comprehension of fairness in machine learning
D Saha, C Schumann, DC McElfresh, JP Dickerson, ML Mazurek, ...
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 152-152, 2020
182020
Matching algorithms for blood donation
DC McElfresh, C Kroer, S Pupyrev, E Sodomka, K Sankararaman, ...
Nature Machine Intelligence 5, 1108–1118, 2023
172023
Artificial Artificial Intelligence: Measuring Influence of AI'Assessments' on Moral Decision-Making
L Chan, K Doyle, D McElfresh, V Conitzer, JP Dickerson, J Schaich Borg, ...
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 214-220, 2020
112020
Correlates of housing sustainability among youth placed into permanent supportive housing and rapid re-housing: A survival analysis
HT Hsu, C Hill, M Holguin, L Petry, D McElfresh, P Vayanos, M Morton, ...
Journal of Adolescent Health 69 (4), 629-635, 2021
92021
Kidney exchange with inhomogeneous edge existence uncertainty
J Dickerson, D McElfresh, K Ren
Conference on Uncertainty in Artificial Intelligence, 161-170, 2020
72020
Project report: Perceptions of AI in hiring
R Gelles, D McElfresh, A Mittu
University of Maryland. Retrieved Dec 18, 2020, 2018
72018
Automatic classification of audio data using nonlinear neural response models
JH Bach, AF Meyer, D McElfresh, J Anemüller
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
72012
Vishak Prasad C
D McElfresh, S Khandagale, J Valverde
Ganesh Ramakrishnan, Micah Goldblum, and Colin White. When do neural nets …, 2023
52023
Indecision modeling
DC McElfresh, L Chan, K Doyle, W Sinnott-Armstrong, V Conitzer, JS Borg, ...
Proceedings of the AAAI Conference on Artificial Intelligence 35 (7), 5975-5983, 2021
52021
Optimal kidney exchange with immunosuppressants
H Aziz, A Cseh, JP Dickerson, DC McElfresh
Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 21-29, 2021
52021
On the Generalizability and Predictability of Recommender Systems
D McElfresh, S Khandagale, J Valverde, J Dickerson, C White
Advances in Neural Information Processing Systems 35, 4416-4432, 2022
32022
Improving policy-constrained kidney exchange via pre-screening
D McElfresh, M Curry, T Sandholm, J Dickerson
Advances in Neural Information Processing Systems 33, 2674-2685, 2020
32020
Machine Learning Explainability and Fairness: Insights from Consumer Lending
L Blattner, J Spiess
FinRegLab Empirical White Paper, 2022
22022
Can an Algorithm Be My Healthcare Proxy?
DC McElfresh, S Dooley, Y Cui, K Griesman, W Wang, T Will, N Sehgal, ...
Explainable AI in Healthcare and Medicine: Building a Culture of …, 2021
22021
Blood demand forecasting and supply management: an analytical assessment of key studies utilizing novel computational techniques
N Li, T Pham, C Cheng, DC McElfresh, RA Metcalf, WA Russell, R Birch, ...
Transfusion medicine reviews, 150768, 2023
12023
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