Lower bounds on individual sequence regret Eyal GoferYishay Mansour OriginalPaper 25 September 2015 Pages: 1 - 26
Lifted generative learning of Markov logic networks Jan Van HaarenGuy Van den BroeckJesse Davis OriginalPaper 28 October 2015 Pages: 27 - 55
On Data Preconditioning for Regularized Loss Minimization Tianbao YangRong JinQihang Lin OriginalPaper 20 October 2015 Pages: 57 - 79
Learning from patches by efficient spectral decomposition of a structured kernel Moshe SalhovAmit BermanisAmir Averbuch OriginalPaper 17 December 2015 Pages: 81 - 102
Tikhonov, Ivanov and Morozov regularization for support vector machine learning Luca OnetoSandro RidellaDavide Anguita OriginalPaper 22 December 2015 Pages: 103 - 136