Pitfalls in Machine Learning Research: Reexamining the Development Cycle

Stella Biderman, Walter J. Scheirer. Pitfalls in Machine Learning Research: Reexamining the Development Cycle. In Jessica Zosa Forde, Francisco J. R. Ruiz, Melanie F. Pradier, Aaron Schein, editors, "I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual, December 12, 2020. Volume 137 of Proceedings of Machine Learning Research, pages 106-117, PMLR, 2020. [doi]

Abstract

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