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Abby Stevens
Abby Stevens
Statistician, Argonne National Laboratory
Verifierad e-postadress på uchicago.edu
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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
4442018
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
192021
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
122023
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
112022
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
52023
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
52022
Development of large-scale synthetic population to simulate covid-19 transmission and response
K Chaitanya, S Abby, M Bogdan, O Jonathan, TC Nicholson, WC Kyoung, ...
2020 Winter Simulation Conference (WSC), 2020
22020
The broken ptolemy algebra: A finite-type laurent phenomenon algebra
S Gallagher, A Stevens
preprint, 2013
22013
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, ...
2024 IEEE International Parallel and Distributed Processing Symposium …, 2024
12024
Graph-Guided Regularization for Improved Seasonal Forecasting
A Stevens, R Willett, A Mamalakis, E Foufoula-Georgiou, J Randerson, ...
Climate Informatics, 2019
12019
Distributed Model Exploration with EMEWS
N Collier, JM Wozniak, A Fadikar, A Stevens, J Ozik
2024 Winter Simulation Conference (WSC), 72-86, 2024
2024
A Lightweight Decision Support Framework for Community Climate Resilience in Chicago
A Stevens, M Adrian, K Raghavan, J Ozik, C Macal
AGU24, 2024
2024
Gearing Gaussian process modeling and sequential design towards stochastic simulators
M Binois, A Fadikar, A Stevens
arXiv preprint arXiv:2412.07306, 2024
2024
Co-Designing Capabilities for a Robust Pandemic Response: Stakeholder Engagement for Visioning, Backcasting, and Evaluating New Decision-Support Capabilities
R Vardavas, J Ozik, RJ Lempert, A Stevens, PN Lima
< bound method Organization. get_name_with_acronym of< Organization: RAND …, 2023
2023
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
Co-Designing Capabilities for a Robust Pandemic
PN DE LIMA, A STEVENS, R VARDAVAS, J OZIK, RJ LEMPERT
2023
NSF RESUME EcoEpi Workshop: One Health Surveillance and Predictive Intelligence for Eco-Epidemiological Modeling
A Stevens, J Ozik, J Chen, R Poretsky
OSF, 0
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Artiklar 1–17