most citedHomotopy Continuation Approaches for Robust SV Classification and Regression

2 citations · 2 across the 1 of their papers we have counts for

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1 paper

stat.ML2015★ 2 cited

Homotopy Continuation Approaches for Robust SV Classification and Regression

Shinya Suzumura, Kohei Ogawa, Masashi Sugiyama +2

In support vector machine (SVM) applications with unreliable data that contains a portion of outliers, non-robustness of SVMs often causes considerable performance deterioration. A…