On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition
ChristmannAndreas, SteinwartIngo · Journal of Machine Learning Research · 2004
The paper brings together methods from two disciplines: machine learning theory and robust statistics. We argue that robustness is an important aspect and we show that many existing machine learnin...