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Andre Elisseeff
Andre Elisseeff
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Title
Cited by
Cited by
Year
An introduction to variable and feature selection
I Guyon, A Elisseeff
Journal of machine learning research 3 (Mar), 1157-1182, 2003
193492003
A kernel method for multi-labelled classification
A Elisseeff, J Weston
Advances in neural information processing systems 14, 2001
18292001
Stability and generalization
O Bousquet, A Elisseeff
The Journal of Machine Learning Research 2, 499-526, 2002
17192002
On kernel-target alignment
N Cristianini, J Shawe-Taylor, A Elisseeff, J Kandola
Advances in neural information processing systems 14, 2001
13072001
Use of the zero norm with linear models and kernel methods
J Weston, A Elisseeff, B Schölkopf, M Tipping
The Journal of Machine Learning Research 3, 1439-1461, 2003
10072003
A stability based method for discovering structure in clustered data
A Ben-Hur, A Elisseeff, I Guyon
Biocomputing 2002, 6-17, 2001
7972001
Embedded methods
TN Lal, O Chapelle, J Weston, A Elisseeff
Feature extraction, 137-165, 2006
3572006
Semi-supervised protein classification using cluster kernels
J Weston, D Zhou, A Elisseeff, W Noble, C Leslie
Advances in neural information processing systems 16, 2003
3152003
Using Markov Blankets for Causal Structure Learning.
JP Pellet, A Elisseeff
Journal of Machine Learning Research 9 (7), 2008
2472008
Subagging for credit scoring models
G Paleologo, A Elisseeff, G Antonini
European journal of operational research 201 (2), 490-499, 2010
2302010
Leave-one-out error and stability of learning algorithms with applications
A Elisseeff, M Pontil
NATO science series sub series iii computer and systems sciences 190, 111-130, 2003
2272003
Kernel dependency estimation
J Weston, O Chapelle, V Vapnik, A Elisseeff, B Schölkopf
Advances in neural information processing systems 15, 2002
2152002
Methods for feature selection in a learning machine
JAE Weston, A Elisseeff, B Schoelkopf, F Pérez-Cruz
US Patent 7,318,051, 2008
1912008
Stability of Randomized Learning Algorithms.
A Elisseeff, T Evgeniou, M Pontil, LP Kaelbing
Journal of Machine Learning Research 6 (1), 2005
1652005
Protein ranking: from local to global structure in the protein similarity network
J Weston, A Elisseeff, D Zhou, CS Leslie, WS Noble
Proceedings of the National Academy of Sciences 101 (17), 6559-6563, 2004
1652004
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
1632004
Causal feature selection
I Guyon, C Aliferis
Computational methods of feature selection, 79-102, 2007
1532007
Algorithmic stability and generalization performance
O Bousquet, A Elisseeff
Advances in Neural Information Processing Systems 13, 2000
1452000
Feature selection and transduction for prediction of molecular bioactivity for drug design
J Weston, F Pérez-Cruz, O Bousquet, O Chapelle, A Elisseeff, B Schölkopf
Bioinformatics 19 (6), 764-771, 2003
982003
Design and analysis of the causation and prediction challenge
I Guyon, C Aliferis, G Cooper, A Elisseeff, JP Pellet, P Spirtes, A Statnikov
Causation and Prediction Challenge, 1-33, 2008
952008
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