On label dependence and loss minimization in multi-label classification von Dembczyński, Krzysztof, Waegeman, Willem, Cheng, Weiwei, Hüllermeier, Eyke

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Learning monotone nonlinear models using the Choquet integral von Fallah Tehrani, Ali, Cheng, Weiwei, Dembczyński, Krzysztof, Hüllermeier, Eyke

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Surrogate regret bounds for generalized classification performance metrics von Kotowski, Wojciech, Dembczyski, Krzysztof

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ENDER: a statistical framework for boosting decision rules von Dembczyski, Krzysztof, Kotowski, Wojciech, Sowiski, Roman

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Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models von Stock, Michiel, Dembczyński, Krzysztof, De Baets, Bernard, Waegeman, Willem

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