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Theodoros Evgeniou

Papers on DiSC'04


Regularized Multi-Task Learning

Publications


Note: Links lead to the DBLP on the Web.

Theodoros Evgeniou

Theodoros Evgeniou, Massimiliano Pontil : Regularized multi--task learning. KDD 2004 : 109-117

Theodoros Evgeniou, Massimiliano Pontil , André Elisseeff : Leave One Out Error, Stability, and Generalization of Voting Combinations of Classifiers. Machine Learning 55 (1): 71-97 (2004)

Theodoros Evgeniou, Massimiliano Pontil , Constantine Papageorgiou , Tomaso Poggio : Image Representations and Feature Selection for Multimedia Database Search. IEEE Trans. Knowl. Data Eng. 15 (4): 911-920 (2003)

Savina Andonova , André Elisseeff , Theodoros Evgeniou, Massimiliano Pontil : A Simple Algorithm for Learning Stable Machines. ECAI 2002 : 513-517

Theodoros Evgeniou, Massimiliano Pontil : Support Vector Machines with Clustering for Training with Very Large Datasets. SETN 2002 : 346-354

Theodoros Evgeniou, Massimiliano Pontil : Learning Preference Relations from Data. WIRN 2002 : 23-34

Giorgos Zacharia , Theodoros Evgeniou, Alexandros Moukas , Petros Boufounos , Pattie Maes : Economics of Dynamic Pricing in a Reputation Brokered Agent Mediated Marketplace. E-Commerce Agents 2001 : 25-38

Theodoros Evgeniou, Massimiliano Pontil : Support Vector Machines: Theory and Applications. Machine Learning and Its Applications 2001 : 249-257

Giorgos Zacharia , Theodoros Evgeniou, Alexandros Moukas , Petros Boufounos , Pattie Maes : Economics of Dynamic Pricing in a Reputation Brokered Agent Mediated Marketplace. Electronic Commerce Research 1 (1/2): 85-100 (2001)

Theodoros Evgeniou, Massimiliano Pontil : A Note on the Generalization Performance of Kernel Classifiers with Margin. ALT 2000 : 306-315

Theodoros Evgeniou, Luis Perez-Breva , Massimiliano Pontil , Tomaso Poggio : Bounds on the Generalization Performance of Kernel Machine Ensembles. ICML 2000 : 271-278

Theodoros Evgeniou, Massimiliano Pontil , Tomaso Poggio : Statistical Learning Theory: A Primer. International Journal of Computer Vision 38 (1): 9-13 (2000)

Theodoros Evgeniou, Massimiliano Pontil : On the V gamma Dimension for Regression in Reproducing Kernel Hilbert Spaces. ATL 1999 : 106-117

Shai Avidan , Theodoros Evgeniou, Amnon Shashua , Tomaso Poggio : Image-based view synthesis by combining trilinear tensors and learning techniques. VRST 1997 : 103-110

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