1. Exploiting label dependencies for improved sample complexity

   • Lena Chekina
   • Dan Gutfreund
   • Bracha Shapira

   OriginalPaper 08 August 2012 Pages: 1 - 42

   

2. Learning with infinitely many features

   • A. Rakotomamonjy
   • R. Flamary
   • F. Yger

   OriginalPaper 12 December 2012 Pages: 43 - 66

   

3. Ranking data with ordinal labels: optimality and pairwise aggregation

   • Stéphan Clémençon
   • Sylvain Robbiano
   • Nicolas Vayatis

   OriginalPaper 12 December 2012 Pages: 67 - 104

   

4. Regularization of non-homogeneous dynamic Bayesian networks with global information-coupling based on hierarchical Bayesian models

   • Marco Grzegorczyk
   • Dirk Husmeier

   OriginalPaper Open access 15 January 2013 Pages: 105 - 154