Evgeniou, Theodoros

11 publications

MLJ 2024 Can Metafeatures Help Improve Explanations of Prediction Models When Using Behavioral and Textual Data? Yanou Ramon, David Martens, Theodoros Evgeniou, Stiene Praet

NeurIPS 2010 Link Discovery Using Graph Feature Tracking Emile Richard, Nicolas Baskiotis, Theodoros Evgeniou, Nicolas Vayatis

JMLR 2009 A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization Jacob Abernethy, Francis Bach, Theodoros Evgeniou, Jean-Philippe Vert

MLJ 2008 Convex Multi-Task Feature Learning Andreas Argyriou, Theodoros Evgeniou, Massimiliano Pontil

NeurIPS 2006 Multi-Task Feature Learning Andreas Argyriou, Theodoros Evgeniou, Massimiliano Pontil

JMLR 2005 Learning Multiple Tasks with Kernel Methods Theodoros Evgeniou, Charles A. Micchelli, Massimiliano Pontil

JMLR 2005 Stability of Randomized Learning Algorithms Andre Elisseeff, Theodoros Evgeniou, Massimiliano Pontil

MLJ 2004 Leave One Out Error, Stability, and Generalization of Voting Combinations of Classifiers Theodoros Evgeniou, Massimiliano Pontil, André Elisseeff

ALT 2000 A Note on the Generalization Performance of Kernel Classifiers with Margin Theodoros Evgeniou, Massimiliano Pontil

ICML 2000 Bounds on the Generalization Performance of Kernel Machine Ensembles Theodoros Evgeniou, Luis Pérez-Breva, Massimiliano Pontil, Tomaso A. Poggio

ALT 1999 On the Vgamma Dimension for Regression in Reproducing Kernel Hilbert Spaces Theodoros Evgeniou, Massimiliano Pontil