Natalie Dullerud
Natalie Dullerud
Ph.D. Student, Stanford University
Vahvistettu sähköpostiosoite verkkotunnuksessa - Kotisivu
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 4 (6), e406-e414, 2022
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
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
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
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
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
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
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
CAR T cell therapy drives endogenous locoregional T cell dynamics in a responding patient with glioblastoma
VD Jonsson, RH Ng, N Dullerud, RA Wong, J Hibbard, D Wang, B Aguilar, ...
bioRxiv, 2021.09. 22.460392, 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
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
Private Multi-Winner Voting for Machine Learning
A Dziedzic, CA Choquette-Choo, N Dullerud, VM Suriyakumar, ...
arXiv preprint arXiv:2211.15410, 2022
On the Fundamental Limits of Formally (Dis) Proving Robustness in Proof-of-Learning
C Fang, H Jia, A Thudi, M Yaghini, CA Choquette-Choo, N Dullerud, ...
arXiv preprint arXiv:2208.03567, 2022
Confidential-PROFITT: Confidential PROof of FaIr Training of Trees
AS Shamsabadi, SC Wyllie, N Franzese, N Dullerud, S Gambs, ...
The Eleventh International Conference on Learning Representations, 0
An Integrated Multi-Label Multi-Modal Framework in Deep Metric Learning
N Dullerud, K Roth, H Zhang, Q Jin, T Hartvigsen, M Ghassemi
Washing The Unwashable: On The (Im) possibility of Fairwashing Detection
AS Shamsabadi, M Yaghini, N Dullerud, S Wyllie, U Aïvodji, AAA Mkean, ...
Advances in Neural Information Processing Systems, 0
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Artikkelit 1–16