1. Multi-output learning via spectral filtering

   • Luca Baldassarre
   • Lorenzo Rosasco
   • Alessandro Verri

   OriginalPaper 28 March 2012 Pages: 259 - 301

   

2. Learning sparse gradients for variable selection and dimension reduction

   • Gui-Bo Ye
   • Xiaohui Xie

   OriginalPaper 22 March 2012 Pages: 303 - 355

   

3. Meta-learning for evolutionary parameter optimization of classifiers

   • Matthias Reif
   • Faisal Shafait
   • Andreas Dengel

   OriginalPaper 13 April 2012 Pages: 357 - 380

   

4. Efficient cross-validation for kernelized least-squares regression with sparse basis expansions

   • Tapio Pahikkala
   • Hanna Suominen
   • Jorma Boberg

   OriginalPaper 13 April 2012 Pages: 381 - 407