Support vector machines with the hard-margin loss: optimal training via combinatorial Benders' cuts

Ítalo Santana, Breno Serrano, Maximilian Schiffer and Thibaut Vidal

Article (2025)

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Department:	Department of Mathematics and Industrial Engineering
Research Center:	CIRRELT - Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation
PolyPublie URL:	https://publications.polymtl.ca/64504/
Journal Title:	Journal of Global Optimization
Publisher:	Springer Science+Business Media
DOI:	10.1007/s10898-025-01483-8
Official URL:	https://doi.org/10.1007/s10898-025-01483-8
Date Deposited:	15 Apr 2025 11:54
Last Modified:	15 Apr 2025 11:54

Cite in APA 7:	Santana, Í., Serrano, B., Schiffer, M., & Vidal, T. (2025). Support vector machines with the hard-margin loss: optimal training via combinatorial Benders' cuts. Journal of Global Optimization, 21 pages. https://doi.org/10.1007/s10898-025-01483-8
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