66 citations · 112 across the 11 of their papers we have counts for
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cs.LG2022★ 10 cited
Modeling the Machine Learning Multiverse
Samuel J. Bell, Onno P. Kampman, Jesse Dodge +1
Amid mounting concern about the reliability and credibility of machine learning research, we present a principled framework for making robust and generalizable claims: the multiver…
cs.LG2021★ 3 cited
Perspectives on Machine Learning from Psychology's Reproducibility Crisis
Samuel J. Bell, Onno P. Kampman
In the early 2010s, a crisis of reproducibility rocked the field of psychology. Following a period of reflection, the field has responded with radical reform of its scientific prac…