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The Well-Tempered Classifier: Some Elementary Properties of Temperature Scaling
系统梳理温度缩放用于分类器校准的数学性质,揭示其理论基础与局限性,值得机器学习研究者细读。
arXiv:2602.14862v2 Announce Type: replace-cross Abstract: Temperature scaling is a simple method that allows to control the uncertainty of probabilist…