2008 |
23 | 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) |
22 | 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) |
21 | EE | Andreas Argyriou,
Theodoros Evgeniou,
Massimiliano Pontil:
Convex multi-task feature learning.
Machine Learning 73(3): 243-272 (2008) |
2006 |
20 | EE | Andreas Argyriou,
Theodoros Evgeniou,
Massimiliano Pontil:
Multi-Task Feature Learning.
NIPS 2006: 41-48 |
19 | EE | Jacob Abernethy,
Francis Bach,
Theodoros Evgeniou,
Jean-Philippe Vert:
Low-rank matrix factorization with attributes
CoRR abs/cs/0611124: (2006) |
2005 |
18 | EE | André Elisseeff,
Theodoros Evgeniou,
Massimiliano Pontil:
Stability of Randomized Learning Algorithms.
Journal of Machine Learning Research 6: 55-79 (2005) |
17 | EE | Theodoros Evgeniou,
Charles A. Micchelli,
Massimiliano Pontil:
Learning Multiple Tasks with Kernel Methods.
Journal of Machine Learning Research 6: 615-637 (2005) |
2004 |
16 | EE | Theodoros Evgeniou,
Massimiliano Pontil:
Regularized multi--task learning.
KDD 2004: 109-117 |
15 | 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 |
14 | 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 |
13 | | Savina Andonova,
André Elisseeff,
Theodoros Evgeniou,
Massimiliano Pontil:
A Simple Algorithm for Learning Stable Machines.
ECAI 2002: 513-517 |
12 | EE | Theodoros Evgeniou,
Massimiliano Pontil:
Support Vector Machines with Clustering for Training with Very Large Datasets.
SETN 2002: 346-354 |
11 | EE | Theodoros Evgeniou,
Massimiliano Pontil:
Learning Preference Relations from Data.
WIRN 2002: 23-34 |
2001 |
10 | 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 |
9 | EE | Theodoros Evgeniou,
Massimiliano Pontil:
Support Vector Machines: Theory and Applications.
Machine Learning and Its Applications 2001: 249-257 |
8 | | 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 |
7 | EE | Theodoros Evgeniou,
Massimiliano Pontil:
A Note on the Generalization Performance of Kernel Classifiers with Margin.
ALT 2000: 306-315 |
6 | | Theodoros Evgeniou,
Luis Pérez-Breva,
Massimiliano Pontil,
Tomaso Poggio:
Bounds on the Generalization Performance of Kernel Machine Ensembles.
ICML 2000: 271-278 |
5 | EE | Theodoros Evgeniou,
Massimiliano Pontil,
Tomaso Poggio:
Regularization Networks and Support Vector Machines.
Adv. Comput. Math. 13(1): 1-50 (2000) |
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 |