The matrix ridge approximation: algorithms and applications
Detecting concept change in dynamic data streams
An improved multiclass LogitBoost using adaptive-one-vs-one
Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm
Guest Editors’ introduction: special issue of the ECML/PKDD 2014 journal track
The bane of skew
On combining machine learning with decision making
Leave-one-out cross-validation is risk consistent for lasso
A theoretical and empirical analysis of support vector machine methods for multiple-instance classification
A constrained matrix-variate Gaussian process for transposable data
Learning a priori constrained weighted majority votes
Regression conformal prediction with random forests
Collaborative filtering with information-rich and information-sparse entities
SAGA: sparse and geometry-aware non-negative matrix factorization through non-linear local embedding