1. PAC-Bayesian Stochastic Model Selection

   • David A. McAllester

   OriginalPaper Pages: 5 - 21

2. Relative Loss Bounds for Temporal-Difference Learning

   • Jürgen Forster
   • Manfred K. Warmuth

   OriginalPaper Pages: 23 - 50

3. Polynomial-Time Decomposition Algorithms for Support Vector Machines

   • Don Hush
   • Clint Scovel

   OriginalPaper Pages: 51 - 71

4. An Empirical Study of Two Approaches to Sequence Learning for Anomaly Detection

   • Terran Lane
   • Carla E. Brodley

   OriginalPaper Pages: 73 - 107