2 papers
q-bio.QM2020
File-based localization of numerical perturbations in data analysis pipelines
Ali Salari, Gregory Kiar, Lindsay Lewis +2
Data analysis pipelines are known to be impacted by computational conditions, presumably due to the creation and propagation of numerical errors. While this process could play a ma…
stat.ME2018
Predicting computational reproducibility of data analysis pipelines in large population studies using collaborative filtering
Soudabeh Barghi, Lalet Scaria, Ali Salari +1
Evaluating the computational reproducibility of data analysis pipelines has become a critical issue. It is, however, a cumbersome process for analyses that involve data from large…