Abby Stevens

11 papers A* 1Misc 2Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
AERO: An autonomous platform for continuous research.
CoRR
Valérie Hayot-Sasson, Abby Stevens, Nicholson T. Collier, Sudershan Sridhar, Kyle Conroy, J. Gregory Pauloski, Yadu N. Babuji, Maxime Gonthier, Nathaniel Hudson, Dante D. Sánchez-Gallegos, Ian T. Foster, Jonathan Ozik, Kyle Chard
2024 Misc conf
Distributed Model Exploration with EMEWS.
WSC
Nicholson T. Collier, Justin M. Wozniak, Arindam Fadikar, Abby Stevens, Jonathan Ozik
2024 — conf
Towards Improved Uncertainty Quantification of Stochastic Epidemic Models Using Sequential Monte Carlo.
IPDPS (Workshops)
Arindam Fadikar, Abby Stevens, Nicholson T. Collier, Kok Ben Toh, Olga Morozova, Anna Hotton, Jared Clark, David Higdon, Jonathan Ozik
2023 — conf
Developing Distributed High-performance Computing Capabilities of an Open Science Platform for Robust Epidemic Analysis.
IPDPS Workshops
Nicholson T. Collier, Justin M. Wozniak, Abby Stevens, Yadu N. Babuji, Mickaël Binois, Arindam Fadikar, Alexandra Würth, Kyle Chard, Jonathan Ozik
2023 J jnl
Developing Distributed High-performance Computing Capabilities of an Open Science Platform for Robust Epidemic Analysis.
CoRR
Nicholson T. Collier, Justin M. Wozniak, Abby Stevens, Yadu N. Babuji, Mickaël Binois, Arindam Fadikar, Alexandra Würth, Kyle Chard, Jonathan Ozik
2023 J jnl
NSF RESUME HPC Workshop: High-Performance Computing and Large-Scale Data Management in Service of Epidemiological Modeling.
CoRR
Abby Stevens, Jonathan Ozik, Kyle Chard, Jaline Gerardin, Justin M. Wozniak
2023 Misc conf
Trajectory-Oriented Optimization of Stochastic Epidemiological Models.
WSC
Arindam Fadikar, Nicholson T. Collier, Abby Stevens, Jonathan Ozik, Mickaël Binois, Kok Ben Toh
2022 A* conf
Lazy Estimation of Variable Importance for Large Neural Networks.
ICML
Yue Gao, Abby Stevens, Garvesh Raskutti, Rebecca Willett
2022 J jnl
Lazy Estimation of Variable Importance for Large Neural Networks.
CoRR
Yue Gao, Abby Stevens, Rebecca Willett, Garvesh Raskutti
2021 — conf
Load Balancing Schemes for Large Synthetic Population-Based Complex Simulators.
IPDPS Workshops
Bogdan Mucenic, Chaitanya Kaligotla, Abby Stevens, Jonathan Ozik, Nicholson T. Collier, Charles M. Macal
2018 J jnl
Aequitas: A Bias and Fairness Audit Toolkit.
CoRR
Pedro Saleiro, Benedict Kuester, Abby Stevens, Ari Anisfeld, Loren Hinkson, Jesse London, Rayid Ghani