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Theory of Classification: A Survey of Some Recent Advances

URL: https://www · 2005 · DOI 10.5802/aif.938/

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Surprises in Proper Positive-Only Learning

stat.ML · 2026-06-26 · unverdicted · novelty 8.0

A concept class is properly learnable from positive-only samples iff it has finite VC dimension and satisfies uniform exterior separability.

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  • Surprises in Proper Positive-Only Learning stat.ML · 2026-06-26 · unverdicted · none · ref 1

    A concept class is properly learnable from positive-only samples iff it has finite VC dimension and satisfies uniform exterior separability.