1. Lower bounds on individual sequence regret

   • Eyal Gofer
   • Yishay Mansour

   OriginalPaper 25 September 2015 Pages: 1 - 26

2. Lifted generative learning of Markov logic networks

   • Jan Van Haaren
   • Guy Van den Broeck
   • Jesse Davis

   OriginalPaper 28 October 2015 Pages: 27 - 55

   

3. On Data Preconditioning for Regularized Loss Minimization

   • Tianbao Yang
   • Rong Jin
   • Qihang Lin

   OriginalPaper 20 October 2015 Pages: 57 - 79

   

4. Learning from patches by efficient spectral decomposition of a structured kernel

   • Moshe Salhov
   • Amit Bermanis
   • Amir Averbuch

   OriginalPaper 17 December 2015 Pages: 81 - 102

   

5. Tikhonov, Ivanov and Morozov regularization for support vector machine learning

   • Luca Oneto
   • Sandro Ridella
   • Davide Anguita

   OriginalPaper 22 December 2015 Pages: 103 - 136