Active learning using arbitrary binary valued queries

DOI10.1023/A:1022627018023zbMath0771.68095OpenAlexW1525870773MaRDI QIDQ2366678

Sanjeev R. Kulkarni, Sanjoy K. Mitter, John N. Tsitsiklis

Publication date: 18 August 1993

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/a:1022627018023

zbMATH Keywords

active learningPAC-learningqueriesoracles

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (8)

Learning cost-sensitive active classifiers ⋮ On learning multicategory classification with sample queries. ⋮ Semi-supervised learning with local and global consistency ⋮ Testing (Subclasses of) Halfspaces ⋮ Unnamed Item ⋮ Covering numbers for bounded variation functions ⋮ Active sampling for multiple output identification ⋮ Metric Entropy for Functions of Bounded Total Generalized Variation

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