1. Guest editorial: special issue on structured prediction

   • Charles Parker
   • Yasemin Altun
   • Prasad Tadepalli

   Editorial Open access 29 September 2009 Pages: 161 - 164

2. Piecewise training for structured prediction

   • Charles Sutton
   • Andrew McCallum

   OriginalPaper Open access 16 June 2009 Pages: 165 - 194

3. Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning

   • Chun-Nan Hsu
   • Han-Shen Huang
   • Yuh-Jye Lee

   OriginalPaper 03 September 2009 Pages: 195 - 224

4. Generalized isotonic conditional random fields

   • Yi Mao
   • Guy Lebanon

   OriginalPaper 18 August 2009 Pages: 225 - 248

5. Structured prediction by joint kernel support estimation

   • Christoph H. Lampert
   • Matthew B. Blaschko

   OriginalPaper Open access 07 April 2009 Pages: 249 - 269

6. Structured prediction with reinforcement learning

   • Francis Maes
   • Ludovic Denoyer
   • Patrick Gallinari

   OriginalPaper 03 September 2009 Pages: 271 - 301

7. Training parsers by inverse reinforcement learning

   • Gergely Neu
   • Csaba Szepesvári

   OriginalPaper 11 April 2009 Pages: 303 - 337