% for modern features of the package and newer versions
@article{besancon2025improvedalgorithmsnovelapplications,
      title={Improved algorithms and novel applications of the {FrankWolfe.jl} library}, 
      author={Mathieu Besan{\c{c}}on and Sébastien Designolle and Jannis Halbey and Deborah Hendrych and Dominik Kuzinowicz and Sebastian Pokutta and Hannah Troppens and Daniel Viladrich Herrmannsdoerfer and Elias Wirth},
      year={2025},
      eprint={2501.14613},
      archivePrefix={arXiv},
      primaryClass={math.OC},
      url={https://arxiv.org/abs/2501.14613}, 
}

% general citation for the package and older versions
@article{besanccon2022frankwolfe,
  title={{FrankWolfe.jl}: A High-Performance and Flexible Toolbox for {Frank-Wolfe} Algorithms and Conditional Gradients},
  author={Besan{\c{c}}on, Mathieu and Carderera, Alejandro and Pokutta, Sebastian},
  journal={INFORMS Journal on Computing},
  year={2022},
  publisher={INFORMS}
}

% to use the monotonic step size strategies
@article{carderera2021simple,
  title={Simple steps are all you need: {Frank-Wolfe} and generalized self-concordant functions},
  author={Carderera, Alejandro and Besan{\c{c}}on, Mathieu and Pokutta, Sebastian},
  journal={Proceedings of Advances in Neural Information Processing Systems},
  volume={34},
  year={2021}
}

@article{carderera2024simple,
  title={Scalable {Frank-Wolfe} on Generalized Self-Concordant Functions via Simple Steps},
  author={Carderera, Alejandro and Besan{\c{c}}on, Mathieu and Pokutta, Sebastian},
  journal={SIAM Journal on Optimization},
  volume = {34},
  number = {3},
  pages = {2231-2258},
  doi = {10.1137/23M1616789},
  year={2024},
  publisher={SIAM},
  eprint={2105.13913},
  archivePrefix={arXiv},
  primaryClass={math.OC}
}

% for blended pairwise
@article{tsuji2022pairwise,
  title={Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding},
  author={Tsuji, Kazuma and Tanaka, Ken’ichiro and Pokutta, Sebastian},
  journal={Proceedings of International Conference on Machine Learning},
  pages={21864--21883},
  year={2022},
}

% for the stochastic Frank-Wolfe with momentum
@InProceedings{pmlr-v162-macdonald22a,
  title = 	 {Interpretable Neural Networks with {Frank-Wolfe}: Sparse Relevance Maps and Relevance Orderings},
  author =       {Macdonald, Jan and Besan{\c{c}}on, Mathieu and Pokutta, Sebastian},
  booktitle = 	 {Proceedings of the 39th International Conference on Machine Learning},
  pages = 	 {14699--14716},
  year = 	 {2022},
  editor = 	 {Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan},
  volume = 	 {162},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {17--23 Jul},
  publisher =    {PMLR},
  pdf = 	 {https://proceedings.mlr.press/v162/macdonald22a/macdonald22a.pdf},
  url = 	 {https://proceedings.mlr.press/v162/macdonald22a.html},
}

% for active set sparsification
@inproceedings{wirth2024pivotingframeworkfrankwolfealgorithms,
      title={The Pivoting Framework: {Frank-Wolfe} Algorithms with Active Set Size Control}, 
      author={Wirth, Elias and Besançon, Mathieu and Pokutta, Sebastian},
      year={2025},
      eprint={2407.11760},
      archivePrefix={arXiv},
      primaryClass={math.OC},
      booktitle={The 28th International Conference on Artificial Intelligence and Statistics},
      url={https://arxiv.org/abs/2407.11760}
}

% for the secant line search
@inproceedings{hendrych2025secantlinesearchfrankwolfe,
      title={Secant Line Search for {Frank-Wolfe} Algorithms},
      author={Deborah Hendrych and Mathieu Besançon and David Martínez-Rubio and Sebastian Pokutta},
      year={2025},
      eprint={2501.18775},
      archivePrefix={arXiv},
      primaryClass={math.OC},
      url={https://arxiv.org/abs/2501.18775},
      booktitle={Forty-second International Conference on Machine Learning}
}

% for the direct solve active set
@misc{halbey2025efficientquadraticcorrectionsfrankwolfe,
      title={Efficient Quadratic Corrections for {Frank-Wolfe} Algorithms},
      author={Jannis Halbey and Seta Rakotomandimby and Mathieu Besançon and Sébastien Designolle and Sebastian Pokutta},
      year={2025},
      eprint={2506.02635},
      archivePrefix={arXiv},
      primaryClass={math.OC},
      url={https://arxiv.org/abs/2506.02635},
}