1. Robust Classification for Imprecise Environments

   • Foster Provost
   • Tom Fawcett

   OriginalPaper Pages: 203 - 231

2. A Learning Generalization Bound with an Application to Sparse-Representation Classifiers

   • Yoram Gat

   OriginalPaper Pages: 233 - 239

3. On the Convergence of Temporal-Difference Learning with Linear Function Approximation

   • Vladislav Tadić

   OriginalPaper Pages: 241 - 267

4. The Effect of Instance-Space Partition on Significance

   • Jeffrey P. Bradford
   • Carla E. Brodley

   OriginalPaper Pages: 269 - 286

5. Soft Margins for AdaBoost

   • G. Rätsch
   • T. Onoda
   • K.-R. Müller

   OriginalPaper Pages: 287 - 320

6. Errata

   Erratum Pages: 321 - 321