Daivd Stein

Doctoral Student

Publications

Stein D. and Andres B. Partial Optimality in the Linear Ordering Problem. International Conference on Machine Learning (ICML) 2024 (accepted)

Stein D. and Andres B. Fine-tuning for Bird Sound Classification: An Empirical Study. Computer Vision For Ecology Workshop at ECCV 2024 (accepted)

Presberger J., Keshara R., Stein D., Kim Y. H., Grapin-Botton A. and Andres B. Correlation Clustering of Organoid Images. German Conference on Pattern Recognition (GCPR) 2024 (accepted)

@misc{presberger-2024-organoids,
    author = {Jannik Presberger
        and Rashmiparvathi Keshara
        and David Stein
        and Yung Hae Kim
        and Anne Grapin-Botton
        and Bjoern Andres},
    title = {Correlation Clustering of Organoid Images},
    year = {2024},
    eprint = {2403.13376},
    archivePrefix = {arXiv},
    url = {https://arxiv.org/abs/2403.13376},
}

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Stein D., Di Gregorio S. and Andres B. Partial Optimality in Cubic Correlation Clustering. International Conference on Machine Learning (ICML) 2023

@inproceedings{stein-2023-partial,
    author = {David Stein and Silvia Di Gregorio and Bjoern Andres},
    title = {Partial Optimality in Cubic Correlation Clustering},
    booktitle = {ICML},
    year = {2023},
    url = {https://proceedings.mlr.press/v202/stein23a.html},
}

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Stein D. and Andres B. Correlation Clustering of Bird Sounds. German Conference on Pattern Recognition (GCPR) 2023

@inproceedings{stein-2023-correlation,
    author = {David Stein and Bjoern Andres},
    title = {Correlation Clustering of Bird Sounds},
    year = {2023},
    booktitle = {German Conference on Pattern Recognition (GCPR)},
    doi = {10.1007/978-3-031-54605-1_33},
}

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Technical Reports

Swoboda P., Andres B., Hornakova A., Bernard F., Irmai J., Roetzer P., Savchynskyy B., Stein D., Abbas A. Structured Prediction Problem Archive. arXiv 2024

@misc{swoboda-2024-structured,
    author = {Paul Swoboda 
        and Bjoern Andres 
        and Andrea Hornakova 
        and Florian Bernard 
        and Jannik Irmai 
        and Paul Roetzer 
        and Bogdan Savchynskyy 
        and David Stein 
        and Ahmed Abbas},
    title = {Structured Prediction Problem Archive},
    year = {2024},
    eprint = {2202.03574},
    archivePrefix = {arXiv},
    url = {https://arxiv.org/abs/2202.03574},
}

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Stein D. and Andres B. Inapproximability of a Pair of Forms Defining a Partial Boolean Function. arXiv 2022

@article{lange-2017-trees,
  author = {David Stein and Bjoern Andres},
  title = {Inapproximability of Minimizing a Pair of DNFs or Binary Decision Trees Defining a Partial Boolean Function},
  journal = {CoRR},
  volume = {abs/2102.04703},
  year = {2021},
  url = {http://arxiv.org/abs/2102.04703},
}

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