Variable selection for the multicategory SVM via adaptive sup-norm regularization

Hao Helen Zhang, Yufeng Liu, Yichao Wu +1

The Support Vector Machine (SVM) is a popular classification paradigm in machine learning and has achieved great success in real applications. However, the standard SVM can not sel…