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Don’t Just Blame Over-parametrization for Over-confidence Theoretical Analysis of Calibration in Binary Classification

Don’tJustBlameOver-parametrizationforOver-conﬁdence:TheoreticalAnalysisofCalibrationinBinaryClassiﬁcationYuBai1SongMei2HuanWang1CaimingXiong1AbstractWideResNetonImageNetRealizableLogisticRegress...

2023-11-16 18:30:4916915.36 MB19

Don’t Just Blame Over-parametrization for Over-confidence Theoretical Analysis of Calibration in Binary Classification

On the Power of Over-parametrization in Neural Networks with Quadratic Activation