Abby Stevens

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Scientific Computing

Relative Importance

Top Venues

IPDPS Workshops

Publications

Arindam Fadikar, Abby Stevens, Nicholson T. Collier, Kok Ben Toh, Olga Morozova, Anna Hotton, Jared Clark, David Higdon, Jonathan Ozik
Towards Improved Uncertainty Quantification of Stochastic Epidemic Models Using Sequential Monte Carlo. IPDPS (Workshops) (2024)
Abby Stevens, Jonathan Ozik, Kyle Chard, Jaline Gerardin, Justin M. Wozniak
NSF RESUME HPC Workshop: High-Performance Computing and Large-Scale Data Management in Service of Epidemiological Modeling. CoRR (2023)
Arindam Fadikar, Nicholson T. Collier, Abby Stevens, Jonathan Ozik, Mickaël Binois, Kok Ben Toh
Trajectory-Oriented Optimization of Stochastic Epidemiological Models. WSC (2023)
Nicholson T. Collier, Justin M. Wozniak, Abby Stevens, Yadu N. Babuji, Mickaël Binois, Ardindam Fadikar, Alexandra Würth, Kyle Chard, Jonathan Ozik
Developing Distributed High-performance Computing Capabilities of an Open Science Platform for Robust Epidemic Analysis. CoRR (2023)
Nicholson T. Collier, Justin M. Wozniak, Abby Stevens, Yadu N. Babuji, Mickaël Binois, Arindam Fadikar, Alexandra Würth, Kyle Chard, Jonathan Ozik
Developing Distributed High-performance Computing Capabilities of an Open Science Platform for Robust Epidemic Analysis. IPDPS Workshops (2023)
Yue Gao, Abby Stevens, Rebecca Willett, Garvesh Raskutti
Lazy Estimation of Variable Importance for Large Neural Networks. CoRR (2022)
Yue Gao, Abby Stevens, Garvesh Raskutti, Rebecca Willett
Lazy Estimation of Variable Importance for Large Neural Networks. ICML (2022)
Bogdan Mucenic, Chaitanya Kaligotla, Abby Stevens, Jonathan Ozik, Nicholson T. Collier, Charles M. Macal
Load Balancing Schemes for Large Synthetic Population-Based Complex Simulators. IPDPS Workshops (2021)
Pedro Saleiro, Benedict Kuester, Abby Stevens, Ari Anisfeld, Loren Hinkson, Jesse London, Rayid Ghani
Aequitas: A Bias and Fairness Audit Toolkit. CoRR (2018)