Laurence Aitchison

Questionable practices in machine learning

2024 · arXiv (Cornell University)

Evaluating modern ML models is hard. The strong incentive for researchers and companies to report a state-of-the-art result on some metric often leads to questionable research practices (QRPs): bad practices which fall short of outright …