Abby Stevens

According to our database, Abby Stevens authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Improved Uncertainty Quantification of Stochastic Epidemic Models Using Sequential Monte Carlo.

Arindam Fadikar, Abby Stevens, Nicholson T. Collier, Kok Ben Toh, Olga Morozova, Anna Hotton, Jared Clark, David Higdon, Jonathan Ozik

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

NSF RESUME HPC Workshop: High-Performance Computing and Large-Scale Data Management in Service of Epidemiological Modeling.

Abby Stevens, Jonathan Ozik, Kyle Chard, Jaline Gerardin, Justin M. Wozniak

CoRR, 2023

Trajectory-Oriented Optimization of Stochastic Epidemiological Models.

Arindam Fadikar, Nicholson T. Collier, Abby Stevens, Jonathan Ozik, Mickaël Binois, Kok Ben Toh

Proceedings of the Winter Simulation Conference, 2023

Developing Distributed High-performance Computing Capabilities of an Open Science Platform for Robust Epidemic Analysis.

Nicholson T. Collier, Justin M. Wozniak, Abby Stevens, Yadu N. Babuji, Mickaël Binois, Arindam Fadikar, Alexandra Würth, Kyle Chard, Jonathan Ozik

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

Lazy Estimation of Variable Importance for Large Neural Networks.

Yue Gao, Abby Stevens, Garvesh Raskutti, Rebecca Willett

Proceedings of the International Conference on Machine Learning, 2022

2021

Load Balancing Schemes for Large Synthetic Population-Based Complex Simulators.

Bogdan Mucenic, Chaitanya Kaligotla, Abby Stevens, Jonathan Ozik, Nicholson T. Collier, Charles M. Macal

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

2018

Aequitas: A Bias and Fairness Audit Toolkit.

Pedro Saleiro, Benedict Kuester, Abby Stevens, Ari Anisfeld, Loren Hinkson, Jesse London, Rayid Ghani

CoRR, 2018