Hendrych, Deborah

Kontakt

Position

Personal

Raum

3106

Telefon

+49 30 84185-571

E-Mail

Website

http://iol.zib.de/deborahhendrych

Publikationen

2026

A Frank-Wolfe-based primal heuristic for quadratic mixed-integer optimization Mathematical Programming Computation, 2026 Gioni Mexi, Deborah Hendrych, Sébastien Designolle, Mathieu Besançon, Sebastian Pokutta BibTeX
DOI
arXiv

Discrete eigenvalue optimization from entropic smoothing and first-order methods 2026 Deborah Hendrych, Mathieu Besançon, Sebastian Pokutta BibTeX
arXiv

Graph Isomorphism: Mixed-Integer Convex Optimization from First-Order Methods Integration of Constraint Programming, Artificial Intelligence, and Operations Research, pp. 614-630, Vol.16595, Lecture Notes in Computer Science, 2026 Wenjie Xiao, Mathieu Besançon, Patrick Gelß, Deborah Hendrych, Stefan Klus, Sebastian Pokutta BibTeX
DOI
arXiv

2025

Boscia.jl: A review and tutorial 2025 Wenjie Xiao, Deborah Hendrych, Mathieu Besançon, Sebastian Pokutta BibTeX
arXiv

Convex mixed-integer optimization with Frank-Wolfe methods Mathematical Programming Computation, 17(4), pp. 731-757, 2025 Deborah Hendrych, Hannah Troppens, Mathieu Besançon, Sebastian Pokutta BibTeX
DOI
arXiv

Improved Algorithms and Novel Applications of the FrankWolfe.jl Library ACM Transactions on Mathematical Software, 51(4), pp. 1-33, 2025 Mathieu Besançon, Sébastien Designolle, Jannis Halbey, Deborah Hendrych, Dominik Kuzinowicz, Sebastian Pokutta, Hannah Troppens, Daniel Viladrich Herrmannsdoerfer, Elias Wirth BibTeX
DOI
arXiv

Secant line search for Frank-Wolfe algorithms Proceedings of the 42nd International Conference on Machine Learning, pp. 23005-23029, Vol.267, Proceedings of Machine Learning Research, 2025 Deborah Hendrych, Mathieu Besançon, David Martínez-Rubio, Sebastian Pokutta BibTeX
arXiv

SparseSwaps: Tractable LLM Pruning Mask Refinement at Scale 2025 Max Zimmer, Christophe Roux, Moritz Wagner, Deborah Hendrych, Sebastian Pokutta BibTeX
arXiv

2024

Network Design for the Traffic Assignment Problem with Mixed-Integer Frank-Wolfe 2024 Kartikey Sharma, Deborah Hendrych, Mathieu Besançon, Sebastian Pokutta BibTeX
arXiv

Solving the optimal experiment design problem with mixed-integer convex methods 22nd International Symposium on Experimental Algorithms (SEA 2024), pp. 16:1-16:22, Vol.301, Leibniz International Proceedings in Informatics, 2024 Deborah Hendrych, Mathieu Besançon, Sebastian Pokutta BibTeX
DOI
arXiv