Boosting with Auxiliary Data Sources

Data Sets

Text:

SRAA Usenet

ODP

Image:

VOC2006

Code

Reference

• Pengcheng Wu and Thomas G. Dietterich (2004). Improving SVM Accuracy by Training on Auxiliary Data Sources. In Proceedings of the Twenty-first International Conference on Machine Learning, 110-117, Banff, Alberta, Canada.

• Xuejun Liao, Ya Xue and Lawrence Carin (2005). Logistic Regression with an Auxiliary Data Source. In Proceedings of the Twenty-second International Conference on Machine Learning, 505-512, Bonn, Germany.

• Wenyuan Dai, Qiang Yang, Gui-Rong Xue and Yong Yu (2007). Boosting for Transfer Learning. In Proceedings of the Twenty-Fourth International Conference on Machine Learning, 193-200, Corvallis, Oregon, USA.