Stella Biderman
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Article
Pitfalls in Machine Learning Research: Reexamining the Development Cycle
By: Stella Biderman, Walter Scheirer
Appeared In: NeurIPS Conference
Machine learning research has the potential to fuel further advances in data science, but it is greatly hindered by an ad hoc design process, poor data hygiene, and a lack of statistical rigor.