Theodoros Evgeniou
Theodoros Evgeniou
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Regularized multi--task learning
T Evgeniou, M Pontil
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
17012004
Multi-task feature learning
A Evgeniou, M Pontil
Advances in neural information processing systems 19, 41, 2007
16062007
Convex multi-task feature learning
A Argyriou, T Evgeniou, M Pontil
Machine Learning 73 (3), 243-272, 2008
15782008
Regularization networks and support vector machines
T Evgeniou, M Pontil, T Poggio
Advances in computational mathematics 13 (1), 1-50, 2000
15452000
Learning multiple tasks with kernel methods.
T Evgeniou, CA Micchelli, M Pontil, J Shawe-Taylor
Journal of machine learning research 6 (4), 2005
10252005
To combine or not to combine: selecting among forecasts and their combinations
M Hibon, T Evgeniou
International journal of forecasting 21 (1), 15-24, 2005
3602005
A new approach to collaborative filtering: Operator estimation with spectral regularization
J Abernethy, F Bach, T Evgeniou, JP Vert
The Journal of Machine Learning Research 10, 803-826, 2009
2952009
A trainable pedestrian detection system
C Papageorgiou, T Evgeniou, T Poggio
Proc. of Intelligent Vehicles, 241-246, 1998
2841998
Support vector machines: Theory and applications
T Evgeniou, M Pontil
Advanced Course on Artificial Intelligence, 249-257, 1999
2551999
Beyond conjoint analysis: Advances in preference measurement
O Netzer, O Toubia, ET Bradlow, E Dahan, T Evgeniou, FM Feinberg, ...
Marketing Letters 19 (3), 337-354, 2008
1782008
Disjunctions of conjunctions, cognitive simplicity, and consideration sets
JR Hauser, O Toubia, T Evgeniou, R Befurt, D Dzyabura
Journal of Marketing Research 47 (3), 485-496, 2010
1702010
Leave one out error, stability, and generalization of voting combinations of classifiers
T Evgeniou, M Pontil, A Elisseeff
Machine learning 55 (1), 71-97, 2004
1572004
Stability of Randomized Learning Algorithms.
A Elisseeff, T Evgeniou, M Pontil, LP Kaelbing
Journal of Machine Learning Research 6 (1), 2005
1452005
Dynamic experiments for estimating preferences: An adaptive method of eliciting time and risk parameters
O Toubia, E Johnson, T Evgeniou, P Delquié
Management Science 59 (3), 613-640, 2013
1432013
Generalized robust conjoint estimation
T Evgeniou, C Boussios, G Zacharia
Marketing Science 24 (3), 415-429, 2005
1412005
Information integration and information strategies for adaptive enterprises
T Evgeniou
European Management Journal 20 (5), 486-494, 2002
1392002
A convex optimization approach to modeling consumer heterogeneity in conjoint estimation
T Evgeniou, M Pontil, O Toubia
Marketing Science 26 (6), 805-818, 2007
1352007
A unified framework for regularization networks and support vector machines
T Evgeniou, M Pontil, T Poggio
1221999
Adoption of new economy practices by SMEs in Eastern Europe
P Damaskopoulos, T Evgeniou
European Management Journal 21 (2), 133-145, 2003
1112003
Regularization and statistical learning theory for data analysis
T Evgeniou, T Poggio, M Pontil, A Verri
Computational Statistics & Data Analysis 38 (4), 421-432, 2002
1102002
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Artiklar 1–20