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Natalie Harris
Natalie Harris
Google
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Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records
N Tomašev, N Harris, S Baur, A Mottram, X Glorot, JW Rae, M Zielinski, ...
Nature Protocols 16 (6), 2765-2787, 2021
922021
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
J Schrouff, N Harris, S Koyejo, IM Alabdulmohsin, E Schnider, ...
Advances in Neural Information Processing Systems 35, 19304-19318, 2022
682022
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications
J Schrouff, N Harris, O Koyejo, I Alabdulmohsin, E Schnider, ...
arXiv preprint arXiv:2202.01034, 2022
452022
Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing
S Roy, D Mincu, E Loreaux, A Mottram, I Protsyuk, N Harris, Y Xue, ...
Journal of the American Medical Informatics Association 28 (9), 1936-1946, 2021
192021
Disability prediction in multiple sclerosis using performance outcome measures and demographic data
S Roy, D Mincu, L Proleev, N Rostamzadeh, C Ghate, N Harris, C Chen, ...
Conference on Health, Inference, and Learning, 375-396, 2022
82022
Finance company failures–observations of the Registrar of Companies, Appendix B of 2007/08 Financial Review of the Ministry of Economic Development–Report of the Commerce Committee
N Harris
Report of the Commerce Committee, NZ Parliament, Wellington, 2009
72009
Understanding subgroup performance differences of fair predictors using causal models
SR Pfohl, N Harris, C Nagpal, D Madras, V Mhasawade, OE Salaudeen, ...
NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation …, 2023
62023
Boosting the interpretability of clinical risk scores with intervention predictions
E Loreaux, K Yu, J Kemp, M Seneviratne, C Chen, S Roy, I Protsyuk, ...
arXiv preprint arXiv:2207.02941, 2022
22022
Multi-task prediction of organ dysfunction in the ICU using sequential sub-network routing
S Roy, D Mincu, E Loreaux, A Mottram, I Protsyuk, N Harris, E Xue, ...
Journal of the American Medical Informatics Association (JAMIA)(2021). https …, 2021
12021
EraseBench: Understanding The Ripple Effects of Concept Erasure Techniques
I Amara, AI Humayun, I Kajic, Z Parekh, N Harris, S Young, C Nagpal, ...
arXiv preprint arXiv:2501.09833, 2025
2025
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings: Supplement
J Schrouff, N Harris, O Koyejo, I Alabdulmohsin, E Schnider, ...
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