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arXiv cs.LG·

Universal Multiclass Transductive Online Learning

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In three linesTheoretical paper on universal multiclass transductive online learning with unbounded label space. Characterizes learnability: only two possible optimal rates (bounded or logarithmic). Introduces LCLL tree combinatorial structure and extends results to agnostic and stochastic settings.
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