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Abby Stevens
Abby Stevens
Statistician, Argonne National Laboratory
在 uchicago.edu 的电子邮件经过验证
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引用次数
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Aequitas: A bias and fairness audit toolkit
P Saleiro, B Kuester, L Hinkson, J London, A Stevens, A Anisfeld, ...
arXiv preprint arXiv:1811.05577, 2018
3952018
Graph-guided regularized regression of Pacific Ocean climate variables to increase predictive skill of southwestern US winter precipitation
A Stevens, R Willett, A Mamalakis, E Foufoula-Georgiou, A Tejedor, ...
Journal of climate 34 (2), 737-754, 2021
202021
Impact of changes in protective behaviors and out-of-household activities by age on COVID-19 transmission and hospitalization in Chicago, Illinois
AL Hotton, J Ozik, C Kaligotla, N Collier, A Stevens, AS Khanna, ...
Annals of Epidemiology 76, 165-173, 2022
102022
Developing distributed high-performance computing capabilities of an open science platform for robust epidemic analysis
N Collier, JM Wozniak, A Stevens, Y Babuji, M Binois, A Fadikar, A Würth, ...
2023 IEEE International Parallel and Distributed Processing Symposium …, 2023
92023
Lazy Estimation of Variable Importance for Large Neural Networks
Y Gao, A Stevens, G Raskutti, R Willett
International Conference on Machine Learning, 7122-7143, 2022
42022
Trajectory-oriented optimization of stochastic epidemiological models
A Fadikar, N Collier, A Stevens, J Ozik, M Binois, KB Toh
2023 Winter Simulation Conference (WSC), 1244-1255, 2023
32023
Graph-Guided Regularization for Improved Seasonal Forecasting
A Stevens, R Willett, A Mamalakis, E Foufoula-Georgiou, J Randerson, ...
Climate Informatics, 2019
12019
Towards Improved Uncertainty Quantification of Stochastic Epidemic Models Using Sequential Monte Carlo
A Fadikar, A Stevens, N Collier, KB Toh, O Morozova, A Hotton, J Clark, ...
arXiv preprint arXiv:2402.15619, 2024
2024
NSF RESUME HPC Workshop: High-Performance Computing and Large-Scale Data Management in Service of Epidemiological Modeling
A Stevens, J Ozik, K Chard, J Gerardin, JM Wozniak
arXiv preprint arXiv:2308.04602, 2023
2023
NSF RESUME EcoEpi Workshop: One Health Surveillance and Predictive Intelligence for Eco-Epidemiological Modeling
A Stevens, J Ozik, J Chen, R Poretsky
OSF, 2023
2023
Co-Designing Capabilities for a Robust Pandemic
PN DE LIMA, A STEVENS, R VARDAVAS, J OZIK, RJ LEMPERT
2023
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