61f3a6dbc9120ea78ef75544826c814e-Paper.pdf

Neural Information Processing Systems 

Weconductaseriesofempirical studies showing that overconfidence may not hurt final calibration performance if post-hoc calibration is allowed, rather, the penalty of confident outputs will compress theroom ofpotential improvement inpost-hoc calibration phase.

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