# Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms

> Research article (arXiv (Cornell University), 2015) · cited 31× · AI/ML

**Wikidata**: [openalex:W583140124](https://www.wikidata.org/wiki/openalex:W583140124)  
**Source**: https://4ort.xyz/entity/multi-class-svms-from-tighter-data-dependent-generalization-bounds-to-novel-algorithms