Evidence-based uncertainty sampling for active learning

DOI10.1007/s10618-016-0460-3zbMath1411.68121OpenAlexW2342049278MaRDI QIDQ1741296

Mustafa Bilgic, Manali Sharma

Publication date: 3 May 2019

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10618-016-0460-3

zbMATH Keywords

classificationactive learninguncertainty sampling

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

How to measure uncertainty in uncertainty sampling for active learning

Uses Software

• UCI-ml
• IMDB

Cites Work

• Reliable classification: learning classifiers that distinguish aleatoric and epistemic uncertainty
• Sparse spatial autoregressions
• Active Learning
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