Theodoros Evgeniou

2008
21	EE	Francis Bach, Jacob Abernethy, Jean-Philippe Vert, Theodoros Evgeniou: A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization CoRR abs/0802.1430: (2008)
20	EE	Jacob Abernethy, Theodoros Evgeniou, Olivier Toubia, Jean-Philippe Vert: Eliciting Consumer Preferences Using Robust Adaptive Choice Questionnaires. IEEE Trans. Knowl. Data Eng. 20(2): 145-155 (2008)
2006
19	EE	Andreas Argyriou, Theodoros Evgeniou, Massimiliano Pontil: Multi-Task Feature Learning. NIPS 2006: 41-48
18	EE	Jacob Abernethy, Francis Bach, Theodoros Evgeniou, Jean-Philippe Vert: Low-rank matrix factorization with attributes CoRR abs/cs/0611124: (2006)
2005
17	EE	André Elisseeff, Theodoros Evgeniou, Massimiliano Pontil: Stability of Randomized Learning Algorithms. Journal of Machine Learning Research 6: 55-79 (2005)
16	EE	Theodoros Evgeniou, Charles A. Micchelli, Massimiliano Pontil: Learning Multiple Tasks with Kernel Methods. Journal of Machine Learning Research 6: 615-637 (2005)
2004
15	EE	Theodoros Evgeniou, Massimiliano Pontil: Regularized multi--task learning. KDD 2004: 109-117
14	EE	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)
2003
13	EE	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)
2002
12		Savina Andonova, André Elisseeff, Theodoros Evgeniou, Massimiliano Pontil: A Simple Algorithm for Learning Stable Machines. ECAI 2002: 513-517
11	EE	Theodoros Evgeniou, Massimiliano Pontil: Support Vector Machines with Clustering for Training with Very Large Datasets. SETN 2002: 346-354
10	EE	Theodoros Evgeniou, Massimiliano Pontil: Learning Preference Relations from Data. WIRN 2002: 23-34
2001
9	EE	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
8	EE	Theodoros Evgeniou, Massimiliano Pontil: Support Vector Machines: Theory and Applications. Machine Learning and Its Applications 2001: 249-257
7		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)
2000
6	EE	Theodoros Evgeniou, Massimiliano Pontil: A Note on the Generalization Performance of Kernel Classifiers with Margin. ALT 2000: 306-315
5		Theodoros Evgeniou, Luis Pérez-Breva, Massimiliano Pontil, Tomaso Poggio: Bounds on the Generalization Performance of Kernel Machine Ensembles. ICML 2000: 271-278
4		Theodoros Evgeniou, Massimiliano Pontil, Tomaso Poggio: Statistical Learning Theory: A Primer. International Journal of Computer Vision 38(1): 9-13 (2000)
1999
3	EE	Theodoros Evgeniou, Massimiliano Pontil: On the Vgamma Dimension for Regression in Reproducing Kernel Hilbert Spaces. ATL 1999: 106-117
2	EE	Massimiliano Pontil, Ryan M. Rifkin, Theodoros Evgeniou: From regression to classification in support vector machines. ESANN 1999: 225-230
1997
1	EE	Shai Avidan, Theodoros Evgeniou, Amnon Shashua, Tomaso Poggio: Image-based view synthesis by combining trilinear tensors and learning techniques. VRST 1997: 103-110

Coauthor Index

1	Jacob Abernethy	[18] [20] [21]
2	Savina Andonova	[12]
3	Andreas Argyriou	[19]
4	Shai Avidan	[1]
5	Francis Bach	[18] [21]
6	Petros Boufounos	[7] [9]
7	André Elisseeff	[12] [14] [17]
8	Pattie Maes	[7] [9]
9	Charles A. Micchelli	[16]
10	Alexandros Moukas	[7] [9]
11	Constantine Papageorgiou	[13]
12	Luis Pérez-Breva	[5]
13	Tomaso Poggio	[1] [4] [5] [13]
14	Massimiliano Pontil	[2] [3] [4] [5] [6] [8] [10] [11] [12] [13] [14] [15] [16] [17] [19]
15	Ryan M. Rifkin	[2]
16	Amnon Shashua	[1]
17	Olivier Toubia	[20]
18	Jean-Philippe Vert	[18] [20] [21]
19	Giorgos Zacharia	[7] [9]

Colors in the list of coauthors