How Flawed Is ECE? An Analysis via Logit Smoothing

Muthu Chidambaram; Holden Lee; Colin Mcswiggen; Semon Rezchikov

2024 ICML ICML 2024

How Flawed Is ECE? An Analysis via Logit Smoothing

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

❓ The Questioner

Authors

Muthu Chidambaram, Holden Lee, Colin Mcswiggen, Semon Rezchikov

Topics

Machine Learning > Core Methods > Classification Machine Learning > Optimization & Theory > Learning Theory

Keywords

image classification calibration pre-trained model expected calibration error miscalibration metric logit smoothing

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