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Abby Stevens

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CY1
  • cs.DC1
  • stat.ML1
ORCID 0000-0003-1976-1806
same name
  • Abby Stevens — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedLazy Estimation of Variable Importance for Large Neural Networks

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CY2023

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

Abby Stevens, Jonathan Ozik, Kyle Chard +2

The NSF-funded Robust Epidemic Surveillance and Modeling (RESUME) project successfully convened a workshop entitled "High-performance computing and large-scale data management in s…

cs.DC2023

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

Nicholson Collier, Justin M. Wozniak, Abby Stevens +6

COVID-19 had an unprecedented impact on scientific collaboration. The pandemic and its broad response from the scientific community has forged new relationships among domain expert…

stat.ML2022★ 1 cited

Lazy Estimation of Variable Importance for Large Neural Networks

Yue Gao, Abby Stevens, Rebecca Willet +1

As opaque predictive models increasingly impact many areas of modern life, interest in quantifying the importance of a given input variable for making a specific prediction has gro…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.