Learning Using Privileged Information: SVM+ and Weighted SVM

Maksim Lapin, Matthias Hein, Bernt Schiele

Prior knowledge can be used to improve predictive performance of learning algorithms or reduce the amount of data required for training. The same goal is pursued within the learnin…