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Natalie Dullerud
Natalie Dullerud
M.S. Student, University of Toronto
Verified email at mail.utoronto.ca - Homepage
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Cited by
Year
Reading Race: AI Recognises Patient's Racial Identity In Medical Images
I Banerjee, AR Bhimireddy, JL Burns, LA Celi, LC Chen, R Correa, ...
arXiv preprint arXiv:2107.10356, 2021
282021
An empirical framework for domain generalization in clinical settings
H Zhang, N Dullerud, L Seyyed-Kalantari, Q Morris, S Joshi, M Ghassemi
Proceedings of the Conference on Health, Inference, and Learning, 279-290, 2021
232021
Capc learning: Confidential and private collaborative learning
CA Choquette-Choo, N Dullerud, A Dziedzic, Y Zhang, S Jha, N Papernot, ...
arXiv preprint arXiv:2102.05188, 2021
152021
Proof-of-learning: Definitions and practice
H Jia, M Yaghini, CA Choquette-Choo, N Dullerud, A Thudi, ...
2021 IEEE Symposium on Security and Privacy (SP), 1039-1056, 2021
142021
Can you fake it until you make it? impacts of differentially private synthetic data on downstream classification fairness
V Cheng, VM Suriyakumar, N Dullerud, S Joshi, M Ghassemi
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
142021
AI recognition of patient race in medical imaging: a modelling study
JW Gichoya, I Banerjee, AR Bhimireddy, JL Burns, LA Celi, LC Chen, ...
The Lancet Digital Health, 2022
52022
CAR T cell therapy drives endogenous locoregional T cell dynamics in a responding patient with glioblastoma
VD Jonsson, R Ng, N Dullerud, RA Wong, J Hibbard, D Wang, B Aguilar, ...
bioRxiv, 2021
32021
Is fairness only metric deep? evaluating and addressing subgroup gaps in deep metric learning
N Dullerud, K Roth, K Hamidieh, N Papernot, M Ghassemi
arXiv preprint arXiv:2203.12748, 2022
22022
Improving the Fairness of Chest X-ray Classifiers
H Zhang, N Dullerud, K Roth, L Oakden-Rayner, S Pfohl, M Ghassemi
Conference on Health, Inference, and Learning, 204-233, 2022
12022
CAR T cell therapy reshapes the tumor microenvironment to promote host antitumor immune repsonses in glioblastoma
CE Brown, D Alizadeh, V Jonsson, J Hibbard, S Yahn, RA Wong, X Yang, ...
Cancer Research 81 (13_Supplement), 59-59, 2021
12021
Private Multi-Winner Voting For Machine Learning
A Dziedzic, CA Choquette-Choo, N Dullerud, VM Suriyakumar, ...
2021
Cellular Immunotherapy Treatment Scheduling to Address Antigen Escape
N Dullerud, VD Jonsson
2020 59th IEEE Conference on Decision and Control (CDC), 4634-4639, 2020
2020
Can You Fake It Until You Make It?
V Cheng, VM Suriyakumar, N Dullerud, S Joshi, M Ghassemi
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