1. Ternary Bradley-Terry model-based decoding for multi-class classification and its extensions

   • Takashi Takenouchi
   • Shin Ishii

   OriginalPaper 27 February 2011 Pages: 249 - 272

2. Construction and learnability of canonical Horn formulas

   • Marta Arias
   • José L. Balcázar

   OriginalPaper 03 June 2011 Pages: 273 - 297

3. Model selection in reinforcement learning

   • Amir-massoud Farahmand
   • Csaba Szepesvári

   OriginalPaper 11 June 2011 Pages: 299 - 332

4. Classifier chains for multi-label classification

   • Jesse Read
   • Bernhard Pfahringer
   • Eibe Frank

   OriginalPaper 30 June 2011 Pages: 333 - 359

5. An asymptotically optimal policy for finite support models in the multiarmed bandit problem

   • Junya Honda
   • Akimichi Takemura

   OriginalPaper 02 July 2011 Pages: 361 - 391