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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
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
1072024
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
832020
Scalable robust kidney exchange
DC McElfresh, H Bidkhori, JP Dickerson
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1077-1084, 2019
332019
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
332018
Vishak Prasad C, Ganesh Ramakrishnan, Micah Goldblum, and Colin White. When do neural nets outperform boosted trees on tabular data
D McElfresh, S Khandagale, J Valverde
Advances in Neural Information Processing Systems 36, 2024
312024
Matching algorithms for blood donation
DC McElfresh, C Kroer, S Pupyrev, E Sodomka, K Sankararaman, ...
Nature Machine Intelligence 5, 1108–1118, 2023
262023
Robust active preference elicitation
P Vayanos, Y Ye, D McElfresh, J Dickerson, E Rice
arXiv preprint arXiv:2003.01899, 2020
252020
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
232020
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
162020
Standing on FURM ground: a framework for evaluating fair, useful, and reliable AI models in health care systems
A Callahan, D McElfresh, JM Banda, G Bunney, D Char, J Chen, ...
NEJM Catalyst Innovations in Care Delivery 5 (10), CAT. 24.0131, 2024
112024
Vishak Prasad C
D McElfresh, S Khandagale, J Valverde
Ganesh Ramakrishnan, Micah Goldblum, and Colin White. When do neural nets …, 2023
112023
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
112021
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
112021
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
102022
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
82021
Kidney exchange with inhomogeneous edge existence uncertainty
J Dickerson, D McElfresh, K Ren
Conference on Uncertainty in Artificial Intelligence, 161-170, 2020
82020
Project report: Perceptions of AI in hiring
R Gelles, D McElfresh, A Mittu
University of Maryland. Retrieved Dec 18, 2020, 2018
82018
V., Ramakrishnan, G., Goldblum, M., and White, C.(2024). When do neural nets outperform boosted trees on tabular data
D McElfresh, S Khandagale, J Valverde, C Prasad
Advances in neural information processing systems 36, 0
8
Advancing understandings of blood donation motivation and behavior
SD Hughes, CL France, KA West-Mitchell, T Pina, D McElfresh, M Sayers, ...
Transfusion medicine reviews 37 (4), 150780, 2023
72023
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
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