Study examines outlier effects on hard-margin linear SVM in high-dimension, low-sample settings
A new paper analyzes how outliers affect the hard-margin linear support vector machine when dimension grows while sample sizes remain fixed, covering one-sided contamination cases.
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- 2026-11-11 05:00 · arXiv stat.ML
Outliers and the Hard-Margin Linear SVM in High-Dimension, Low-Sample-Size Settings