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Krzysztof Dembczyński

A General Online Algorithm for Optimizing Complex Performance Metrics

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Jun 20, 2024
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Consistent algorithms for multi-label classification with macro-at-$k$ metrics

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Jan 29, 2024
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Generalized test utilities for long-tail performance in extreme multi-label classification

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Nov 09, 2023
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On Missing Labels, Long-tails and Propensities in Extreme Multi-label Classification

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Jul 26, 2022
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Set-valued prediction in hierarchical classification with constrained representation complexity

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Mar 13, 2022
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Propensity-scored Probabilistic Label Trees

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Oct 20, 2021
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Online probabilistic label trees

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Jul 08, 2020
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Efficient Algorithms for Set-Valued Prediction in Multi-Class Classification

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Jun 19, 2019
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A no-regret generalization of hierarchical softmax to extreme multi-label classification

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Oct 27, 2018
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Surrogate regret bounds for generalized classification performance metrics

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Oct 07, 2016
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