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24
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ALT
2008
Springer
114
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Machine Learning
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ALT 2008
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A Uniform Lower Error Bound for Half-Space Learning
14 years 5 months ago
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www.andreas-maurer.eu
Abstract. We give a lower bound for the error of any unitarily invariant algorithm learning half-spaces against the uniform or related distributions on the unit sphere. The bound i...
Andreas Maurer, Massimiliano Pontil
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