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How to avoid machine learning pitfalls: a guide for academic researchers
- stellaathena 5y agoThis paper is weirdly similar to one I wrote for #NeurIPS's "I Can't Believe It's Not Better!" Workshop. Had I not been constrained by the structure and rules of the workshop, I would have pretty much written this exact paper. The title is even quite close to "Pitfalls in Machine Learning Research: Reexamining the Development Cycle." http://proceedings.mlr.press/v137/biderman20a/biderman20a.pdf http://proceedings.mlr.press/v137/biderman20a/biderman20a.pd...