@inproceedings{TurnerBertholdBesancon2025, author = {Turner, Mark and Berthold, Timo and Besan{\c{c}}on, Mathieu}, title = {A Context-Aware Cutting Plane Selection Algorithm for Mixed-Integer Programming}, booktitle = {Operations Research Proceedings 2023. OR 2023.}, doi = {10.1007/978-3-031-58405-3_28}, pages = {217 -- 244}, year = {2025}, abstract = {The current cut selection algorithm used in mixed-integer programming solvers has remained largely unchanged since its creation. In this paper, we propose a set of new cut scoring measures, cut filtering techniques, and stopping criteria, extending the current state-of-the-art algorithm and obtaining a 5\\% performance improvement for SCIP over the MIPLIB 2017 benchmark set.}, language = {en} } @article{HendrychTroppensBesanconetal.2025, author = {Hendrych, Deborah and Troppens, Hannah and Besan{\c{c}}on, Mathieu and Pokutta, Sebastian}, title = {Convex mixed-integer optimization with Frank-Wolfe methods}, volume = {17}, journal = {Mathematical Programming Computation}, doi = {10.1007/s12532-025-00288-w}, pages = {731 -- 757}, year = {2025}, language = {en} } @inproceedings{HendrychBesanconMartinezRubioetal.2025, author = {Hendrych, Deborah and Besan{\c{c}}on, Mathieu and Mart{\´i}nez-Rubio, David and Pokutta, Sebastian}, title = {Secant line search for Frank-Wolfe algorithms}, volume = {267}, booktitle = {Proceedings of the 42nd International Conference on Machine Learning}, arxiv = {http://arxiv.org/abs/2501.18775}, pages = {23005 -- 23029}, year = {2025}, language = {en} } @inproceedings{TroppensBesanconWilkenetal.2025, author = {Troppens, Hannah and Besan{\c{c}}on, Mathieu and Wilken, St. Elmo and Pokutta, Sebastian}, title = {Mixed-Integer Optimization for Loopless Flux Distributions in Metabolic Networks}, volume = {338}, booktitle = {23rd International Symposium on Experimental Algorithms (SEA 2025)}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"u}r Informatik}, doi = {10.4230/LIPIcs.SEA.2025.26}, pages = {26:1 -- 26:18}, year = {2025}, language = {en} } @inproceedings{BesanconPokuttaWirth2025, author = {Besan{\c{c}}on, Mathieu and Pokutta, Sebastian and Wirth, Elias}, title = {The Pivoting Framework: Frank-Wolfe Algorithms with Active Set Size Control}, volume = {258}, booktitle = {Proceedings of The 28th International Conference on Artificial Intelligence and Statistics}, pages = {271 -- 279}, year = {2025}, language = {en} }