Lower bounds on individual sequence regret
Lifted generative learning of Markov logic networks
On Data Preconditioning for Regularized Loss Minimization
Learning from patches by efficient spectral decomposition of a structured kernel
Tikhonov, Ivanov and Morozov regularization for support vector machine learning
Guest editors introduction: special issue on inductive logic programming
ILP-assisted de novo drug design
Transductive hyperspectral image classification: toward integrating spectral and relational features via an iterative ensemble system
Fast learning of relational dependency networks
Probabilistic logic programming for hybrid relational domains
Introduction: special issue of selected papers from ACML 2014
Online Passive-Aggressive Active learning
Bibliographic analysis on research publications using authors, categorical labels and the citation network
Large margin classification with indefinite similarities
Learning undirected graphical models using persistent sequential Monte Carlo
V-shaped interval insensitive loss for ordinal classification
A column-wise update algorithm for nonnegative matrix factorization in Bregman divergence with an orthogonal constraint