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2025 ICML ICML 2025

Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation

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

Shyam Nuggehalli, Jifan Zhang, Lalit K Jain, Robert D Nowak

Topics

Machine Learning > Core Methods > Classification Machine Learning > Optimization & Theory > Learning Theory Machine Learning > Application Areas > Domain Adaptation

Keywords

active learning class imbalance label noise annotation cost batch labeling separation boundaries
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