1. Pool-based active learning in approximate linear regression

   • Masashi Sugiyama
   • Shinichi Nakajima

   OriginalPaper 30 January 2009 Pages: 249 - 274

2. The generalization performance of ERM algorithm with strongly mixing observations

   • Bin Zou
   • Luoqing Li
   • Zongben Xu

   OriginalPaper 07 February 2009 Pages: 275 - 295

3. Search-based structured prediction

   • Hal Daumé III
   • John Langford
   • Daniel Marcu

   OriginalPaper 14 March 2009 Pages: 297 - 325

4. Transfer bounds for linear feature learning

   • Andreas Maurer

   OriginalPaper 25 March 2009 Pages: 327 - 350