Search the dblp DataBase

Publications of Author

1. Theodoros Evgeniou, Massimiliano Pontil
   Support Vector Machines: Theory and Applications. [Citation Graph (0, 0)][DBLP]
   Machine Learning and Its Applications, 2001, pp:249-257 [Conf]
   
2. Theodoros Evgeniou, Massimiliano Pontil
   A Note on the Generalization Performance of Kernel Classifiers with Margin. [Citation Graph (0, 0)][DBLP]
   ALT, 2000, pp:306-315 [Conf]
   
3. Theodoros Evgeniou, Massimiliano Pontil
   On the V_gamma Dimension for Regression in Reproducing Kernel Hilbert Spaces. [Citation Graph (0, 0)][DBLP]
   ATL, 1999, pp:106-117 [Conf]
   
4. Giorgos Zacharia, Theodoros Evgeniou, Alexandros Moukas, Petros Boufounos, Pattie Maes
   Economics of Dynamic Pricing in a Reputation Brokered Agent Mediated Marketplace. [Citation Graph (0, 0)][DBLP]
   E-Commerce Agents, 2001, pp:25-38 [Conf]
   
5. Savina Andonova, André Elisseeff, Theodoros Evgeniou, Massimiliano Pontil
   A Simple Algorithm for Learning Stable Machines. [Citation Graph (0, 0)][DBLP]
   ECAI, 2002, pp:513-517 [Conf]
   
6. Massimiliano Pontil, Ryan M. Rifkin, Theodoros Evgeniou
   From regression to classification in support vector machines. [Citation Graph (0, 0)][DBLP]
   ESANN, 1999, pp:225-230 [Conf]
   
7. Theodoros Evgeniou, Luis Pérez-Breva, Massimiliano Pontil, Tomaso Poggio
   Bounds on the Generalization Performance of Kernel Machine Ensembles. [Citation Graph (0, 0)][DBLP]
   ICML, 2000, pp:271-278 [Conf]
   
8. Theodoros Evgeniou, Massimiliano Pontil
   Regularized multi--task learning. [Citation Graph (0, 0)][DBLP]
   KDD, 2004, pp:109-117 [Conf]
   
9. Theodoros Evgeniou, Massimiliano Pontil
   Support Vector Machines with Clustering for Training with Very Large Datasets. [Citation Graph (0, 0)][DBLP]
   SETN, 2002, pp:346-354 [Conf]
   
10. Shai Avidan, Theodoros Evgeniou, Amnon Shashua, Tomaso Poggio
    Image-based view synthesis by combining trilinear tensors and learning techniques. [Citation Graph (0, 0)][DBLP]
    VRST, 1997, pp:103-110 [Conf]
    
11. Theodoros Evgeniou, Massimiliano Pontil
    Learning Preference Relations from Data. [Citation Graph (0, 0)][DBLP]
    WIRN, 2002, pp:23-34 [Conf]
    
12. Giorgos Zacharia, Theodoros Evgeniou, Alexandros Moukas, Petros Boufounos, Pattie Maes
    Economics of Dynamic Pricing in a Reputation Brokered Agent Mediated Marketplace. [Citation Graph (0, 0)][DBLP]
    Electronic Commerce Research, 2001, v:1, n:1/2, pp:85-100 [Journal]
    
13. Theodoros Evgeniou, Massimiliano Pontil, Tomaso Poggio
    Statistical Learning Theory: A Primer. [Citation Graph (0, 0)][DBLP]
    International Journal of Computer Vision, 2000, v:38, n:1, pp:9-13 [Journal]
    
14. André Elisseeff, Theodoros Evgeniou, Massimiliano Pontil
    Stability of Randomized Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:55-79 [Journal]
    
15. Theodoros Evgeniou, Charles A. Micchelli, Massimiliano Pontil
    Learning Multiple Tasks with Kernel Methods. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:615-637 [Journal]
    
16. Theodoros Evgeniou, Massimiliano Pontil, André Elisseeff
    Leave One Out Error, Stability, and Generalization of Voting Combinations of Classifiers. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2004, v:55, n:1, pp:71-97 [Journal]
    
17. Theodoros Evgeniou, Massimiliano Pontil, Constantine Papageorgiou, Tomaso Poggio
    Image Representations and Feature Selection for Multimedia Database Search. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2003, v:15, n:4, pp:911-920 [Journal]
    
18. Andreas Argyriou, Theodoros Evgeniou, Massimiliano Pontil
    Multi-Task Feature Learning. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:41-48 [Conf]
    
19. Jacob Abernethy, Francis Bach, Theodoros Evgeniou, Jean-Philippe Vert
    Low-rank matrix factorization with attributes [Citation Graph (0, 0)][DBLP]
    CoRR, 2006, v:0, n:, pp:- [Journal]
    
20. 
    Regularization Networks and Support Vector Machines. [Citation Graph (, )][DBLP]
    
    
21. 
    A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization [Citation Graph (, )][DBLP]