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Marek Wydmuch

Tackling prediction tasks in relational databases with LLMs

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Nov 18, 2024
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Multilingual hierarchical classification of job advertisements for job vacancy statistics

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Nov 06, 2024
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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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Propensity-scored Probabilistic Label Trees

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Oct 20, 2021
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Probabilistic Label Trees for Extreme Multi-label Classification

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Sep 23, 2020
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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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