Deborah Hendrych

Preprints

1. Besançon, M., Designolle, S., Halbey, J., Hendrych, D., Kuzinowicz, D., Pokutta, S., Troppens, H., Viladrich, D., and Wirth, E. (2025). Improved Algorithms and Novel Applications of the FrankWolfe.jl Library. [arXiv]
   [BibTeX]

   @misc{2025_BesanconEtAl_Frankwolfelibrary,
     archiveprefix = {arXiv},
     eprint = {2501.14613},
     primaryclass = {math.OC},
     year = {2025},
     author = {Besançon, Mathieu and Designolle, Sébastien and Halbey, Jannis and Hendrych, Deborah and Kuzinowicz, Dominik and Pokutta, Sebastian and Troppens, Hannah and Viladrich, Daniel and Wirth, Elias},
     title = {Improved Algorithms and Novel Applications of the FrankWolfe.jl Library},
     date = {2025-01-24}
   }

Conference proceedings

1. Hendrych, D., Besançon, M., Martínez-Rubio, D., and Pokutta, S. (2025, January 30). Secant Line Search for Frank-Wolfe Algorithms. Proceedings of the International Conference on Machine Learning. [arXiv]
   [BibTeX]

   @inproceedings{2025_HendrychBesanconMartinezrubioPokutta_Secantfrankwolfe,
     year = {2025},
     booktitle = {Proceedings of the International Conference on Machine Learning},
     archiveprefix = {arXiv},
     eprint = {2501.18775},
     primaryclass = {math.OC},
     author = {Hendrych, Deborah and Besançon, Mathieu and Martínez-Rubio, David and Pokutta, Sebastian},
     title = {Secant Line Search for Frank-Wolfe Algorithms},
     date = {2025-01-30}
   }

2. Hendrych, D., Besançon, M., and Pokutta, S. (2024). Solving the Optimal Experiment Design Problem with Mixed-integer Convex Methods. Proceedings of the Symposium on Experimental Algorithms. DOI: 10.4230/LIPIcs.SEA.2024.16 [arXiv] [code]
   [BibTeX]

   @inproceedings{2023_HendrychBesanconPokutta_Optimalexperimentdesign,
     year = {2024},
     booktitle = {Proceedings of the Symposium on Experimental Algorithms},
     doi = {10.4230/LIPIcs.SEA.2024.16},
     archiveprefix = {arXiv},
     eprint = {2312.11200},
     primaryclass = {math.OC},
     author = {Hendrych, Deborah and Besançon, Mathieu and Pokutta, Sebastian},
     title = {Solving the Optimal Experiment Design Problem with Mixed-integer Convex Methods},
     code = {https://github.com/ZIB-IOL/OptimalDesignWithBoscia}
   }

3. Sharma, K., Hendrych, D., Besançon, M., and Pokutta, S. (2024, January 31). Network Design for the Traffic Assignment Problem with Mixed-Integer Frank-Wolfe. Proceedings of the INFORMS Optimization Society Conference. [arXiv]
   [BibTeX]

   @inproceedings{2024_SharmaHendrychBesanconPokutta_NetworkdesignMicoFrankwolfe,
     year = {2024},
     booktitle = {Proceedings of the INFORMS Optimization Society Conference},
     archiveprefix = {arXiv},
     eprint = {2402.00166},
     primaryclass = {math.OC},
     author = {Sharma, Kartikey and Hendrych, Deborah and Besançon, Mathieu and Pokutta, Sebastian},
     title = {Network Design for the Traffic Assignment Problem with Mixed-Integer Frank-Wolfe},
     date = {2024-01-31}
   }

Full articles

1. Hendrych, D., Troppens, H., Besançon, M., and Pokutta, S. (2025). Convex Integer Optimization with Frank-Wolfe Methods. Mathematical Programming Computation. [arXiv] [slides] [code]
   [BibTeX]

   @article{2022_HendrychTroppensBesanconPokutta_Convexintegerfrankwolfe,
     year = {2025},
     journal = {Mathematical Programming Computation},
     archiveprefix = {arXiv},
     eprint = {2208.11010},
     primaryclass = {math.OC},
     author = {Hendrych, Deborah and Troppens, Hannah and Besançon, Mathieu and Pokutta, Sebastian},
     title = {Convex Integer Optimization with Frank-Wolfe Methods},
     code = {https://github.com/ZIB-IOL/Boscia.jl},
     slides = {https://pokutta.com/slides/20220915_boscia.pdf}
   }