Jannis Halbey

Conference contributions

1. Halbey, J., Roux, C., and Pokutta, S. Curvature-Dependent Lower Bounds for Frank-Wolfe. Advances in Neural Information Processing Systems, 39. To appear. Associated with NeurIPS 2026. [arXiv]
   [BibTeX]

   @inproceedings{2026_HalbeyRouxPokutta_Curvaturelowerbounds_2605-10595,
     booktitle = {Advances in Neural Information Processing Systems},
     series = {Advances in Neural Information Processing Systems},
     volume = {39},
     publisher = {Curran Associates},
     note = {To appear},
     archiveprefix = {arXiv},
     eprint = {2605.10595},
     arxiv = {arXiv:2605.10595},
     primaryclass = {math.OC},
     author = {Halbey, Jannis and Roux, Christophe and Pokutta, Sebastian},
     title = {Curvature-Dependent Lower Bounds for Frank-Wolfe}
   }

2. Halbey, J., Deza, D., Zimmer, M., Roux, C., Stellato, B., and Pokutta, S. (2026). Lower Bounds for Frank-Wolfe on Strongly Convex Sets. Proceedings of the 43rd International Conference on Machine Learning, 306. Associated with ICML 2026. [arXiv]
   [BibTeX]

   @inproceedings{2026_HalbeyEtAl_Lowerboundsfrankwolfe_2602-04378,
     year = {2026},
     booktitle = {Proceedings of the 43rd International Conference on Machine Learning},
     series = {Proceedings of Machine Learning Research},
     volume = {306},
     month = jul,
     archiveprefix = {arXiv},
     eprint = {2602.04378},
     arxiv = {arXiv:2602.04378},
     primaryclass = {math.OC},
     author = {Halbey, Jannis and Deza, Daniel and Zimmer, Max and Roux, Christophe and Stellato, Bartolomeo and Pokutta, Sebastian},
     title = {Lower Bounds for Frank-Wolfe on Strongly Convex Sets}
   }

3. Halbey, J., Rakotomandimby, S., Besançon, M., Designolle, S., and Pokutta, S. (2025). Efficient Quadratic Corrections for Frank-Wolfe Algorithms. Advances in Neural Information Processing Systems, 38. Associated with NeurIPS 2025. [arXiv]
   [BibTeX]

   @inproceedings{2025_HalbeyRakotomandimbyBesanconDesignollePokutta_Quadraticcorrections_2506-02635,
     year = {2025},
     booktitle = {Advances in Neural Information Processing Systems},
     series = {Advances in Neural Information Processing Systems},
     volume = {38},
     publisher = {Curran Associates},
     month = sep,
     archiveprefix = {arXiv},
     eprint = {2506.02635},
     arxiv = {arXiv:2506.02635},
     primaryclass = {math.OC},
     author = {Halbey, Jannis and Rakotomandimby, Seta and Besançon, Mathieu and Designolle, Sébastien and Pokutta, Sebastian},
     title = {Efficient Quadratic Corrections for Frank-Wolfe Algorithms}
   }

Articles, chapters and books

1. Liu, Y.-C., Halbey, J., Pokutta, S., and Designolle, S. (2026). A Unified Toolbox for Multipartite Entanglement Certification. Physical Review A. To appear. DOI: 10.1103/tfsh-lwdj [URL] [arXiv]
   [BibTeX]

   @article{2025_LiuHalbeyPokuttaDesignolle_Unifiedtoolboxmultipartite_2507-17435,
     year = {2026},
     journal = {Physical Review A},
     month = oct,
     doi = {10.1103/tfsh-lwdj},
     note = {To appear},
     url = {https://journals.aps.org/pra/accepted/10.1103/tfsh-lwdj},
     archiveprefix = {arXiv},
     eprint = {2507.17435},
     arxiv = {arXiv:2507.17435},
     primaryclass = {quant-ph},
     author = {Liu, Ye-Chao and Halbey, Jannis and Pokutta, Sebastian and Designolle, Sébastien},
     title = {A Unified Toolbox for Multipartite Entanglement Certification}
   }

2. Braun, G., Halbey, J., Pokutta, S., and Woodstock, Z. (2026). Flexible block-iterative analysis for the Frank-Wolfe algorithm. Journal of Optimization Theory and Applications, 210(37). DOI: 10.1007/s10957-026-03068-1 [URL] [arXiv]
   [BibTeX]

   @article{2024_BraunHalbeyPokuttaWoodstock_Blockiterativeanalysis,
     year = {2026},
     date = {2026-07-31},
     journal = {Journal of Optimization Theory and Applications},
     volume = {210},
     number = {37},
     doi = {10.1007/s10957-026-03068-1},
     url = {https://link.springer.com/article/10.1007/s10957-026-03068-1},
     archiveprefix = {arXiv},
     eprint = {2409.06931},
     arxiv = {arXiv:2409.06931},
     primaryclass = {math.OC},
     author = {Braun, Gábor and Halbey, Jannis and Pokutta, Sebastian and Woodstock, Zev},
     title = {Flexible block-iterative analysis for the Frank-Wolfe algorithm}
   }

3. Besançon, M., Designolle, S., Halbey, J., Hendrych, D., Kuzinowicz, D., Pokutta, S., Troppens, H., Viladrich Herrmannsdoerfer, D., and Wirth, E. (2025). Improved Algorithms and Novel Applications of the FrankWolfe.jl Library. ACM Transactions on Mathematical Software, 51(4), 1–33. DOI: 10.1145/3765626 [URL] [arXiv]
   [BibTeX]

   @article{2025_BesanconEtAl_Frankwolfelibrary,
     year = {2025},
     date = {2025-12-12},
     journal = {ACM Transactions on Mathematical Software},
     month = dec,
     volume = {51},
     number = {4},
     pages = {1--33},
     doi = {10.1145/3765626},
     url = {https://dl.acm.org/doi/10.1145/3765626},
     archiveprefix = {arXiv},
     eprint = {2501.14613},
     arxiv = {arXiv:2501.14613},
     primaryclass = {math.OC},
     author = {Besançon, Mathieu and Designolle, Sébastien and Halbey, Jannis and Hendrych, Deborah and Kuzinowicz, Dominik and Pokutta, Sebastian and Troppens, Hannah and Viladrich Herrmannsdoerfer, Daniel and Wirth, Elias},
     title = {Improved Algorithms and Novel Applications of the FrankWolfe.jl Library}
   }