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Machine Learning

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Publications

  1. 2024

  2. Published

    LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios

    Nguyen, T. T., Nguyen, H. H., Sartipi, M. & Fisichella, M., Sept 2024, In: Machine learning. 113, 9, p. 6811–6837 27 p.

    Research output: Contribution to journalArticleResearchpeer review

  3. 2023

  4. Published

    FAC-fed: Federated adaptation for fairness and concept drift aware stream classification

    Badar, M., Nejdl, W. & Fisichella, M., Aug 2023, In: Machine learning. 112, 8, p. 2761-2786 26 p.

    Research output: Contribution to journalArticleResearchpeer review

  5. External

    Algorithm selection on a meta level

    Tornede, A., Gehring, L., Tornede, T., Wever, M. & Hüllermeier, E., Apr 2023, In: Machine learning. 112, 4, p. 1253-1286 34 p.

    Research output: Contribution to journalArticleResearchpeer review

  6. External

    Naive automated machine learning

    Mohr, F. & Wever, M., Apr 2023, In: Machine learning. 112, 4, p. 1131-1170 40 p.

    Research output: Contribution to journalArticleResearchpeer review

  7. 2022

  8. External

    A flexible class of dependence-aware multi-label loss functions

    Hüllermeier, E., Wever, M., Loza Mencia, E., Fürnkranz, J. & Rapp, M., Feb 2022, In: Machine learning. 111, 2, p. 713-737 25 p.

    Research output: Contribution to journalArticleResearchpeer review

  9. 2018

  10. External

    ML-Plan: Automated machine learning via hierarchical planning

    Mohr, F., Wever, M. & Hüllermeier, E., 1 Sept 2018, In: Machine learning. 107, 8-10, p. 1495-1515 21 p.

    Research output: Contribution to journalArticleResearchpeer review

  11. External

    Efficient benchmarking of algorithm configurators via model-based surrogates

    Eggensperger, K., Lindauer, M., Hoos, H. H., Hutter, F. & Leyton-Brown, K., Jan 2018, In: Machine learning. 107, 1, p. 15-41 27 p.

    Research output: Contribution to journalArticleResearchpeer review