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2025 ICML ICML 2025

Confidence Difference Reflects Various Supervised Signals in Confidence-Difference Classification

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.

Authors

Yuanchao Dai, Ximing Li, Changchun Li

Topics

Machine Learning > Core Methods > Classification Machine Learning > Learning Types > Weakly Supervised Learning Machine Learning > Optimization & Theory > Optimization

Keywords

consistency regularization estimation error bound noisy supervision risk estimator confidence difference pairwise unlabeled data
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