Logarithmic Time Online Multiclass prediction

NeurIPS 2015 Anna ChoromanskaJohn Langford

We study the problem of multiclass classification with an extremely large number of classes (k), with the goal of obtaining train and test time complexity logarithmic in the number of classes. We develop top-down tree construction approaches for constructing logarithmic depth trees... (read more)

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