Search Results for author: Vinith Kugathasan

Found 2 papers, 1 papers with code

Multiclass Alignment of Confidence and Certainty for Network Calibration

no code implementations6 Sep 2023 Vinith Kugathasan, Muhammad Haris Khan

It is based on the observation that a model miscalibration is directly related to its predictive certainty, so a higher gap between the mean confidence and certainty amounts to a poor calibration both for in-distribution and out-of-distribution predictions.

Image Classification Medical Image Classification

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