A theory of transfer learning with applications to active learning Liu YangSteve HannekeJaime Carbonell OriginalPaper 07 July 2012 Pages: 161 - 189
Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure Frank DondelingerSophie LèbreDirk Husmeier OriginalPaper 18 July 2012 Pages: 191 - 230
Forecasting electricity consumption by aggregating specialized experts Marie DevainePierre GaillardGilles Stoltz OriginalPaper 08 August 2012 Pages: 231 - 260
Quantum speed-up for unsupervised learning Esma AïmeurGilles BrassardSébastien Gambs OriginalPaper Open access 31 August 2012 Pages: 261 - 287
Online Multiple Kernel Classification Steven C. H. HoiRong JinTianbao Yang OriginalPaper 13 December 2012 Pages: 289 - 316