Andre Elisseeff
Andre Elisseeff
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An introduction to variable and feature selection
I Guyon, A Elisseeff
Journal of machine learning research 3 (Mar), 1157-1182, 2003
176362003
A kernel method for multi-labelled classification
A Elisseeff, J Weston
Advances in neural information processing systems 14, 681-687, 2001
16592001
Stability and generalization
O Bousquet, A Elisseeff
The Journal of Machine Learning Research 2, 499-526, 2002
15212002
On kernel target alignment
N Cristianini, J Kandola, A Elisseeff, J Shawe-Taylor
Innovations in machine learning, 205-256, 2006
12382006
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
9452003
A stability based method for discovering structure in clustered data
A Ben-Hur, A Elisseeff, I Guyon
Biocomputing 2002, 6-17, 2001
7652001
Embedded methods
TN Lal, O Chapelle, J Weston, A Elisseeff
Feature extraction, 137-165, 2006
2962006
Semi-supervised protein classification using cluster kernels
J Weston, C Leslie, E Ie, D Zhou, A Elisseeff, WS Noble
Bioinformatics 21 (15), 3241-3247, 2005
2502005
Using Markov blankets for causal structure learning.
JP Pellet, A Elisseeff
Journal of Machine Learning Research 9 (7), 2008
2242008
Kernel dependency estimation
J Weston, O Chapelle, A Elisseeff, B Schölkopf, V Vapnik
Max Planck Institute for Biological Cybernetics, 2002
2142002
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
2112003
Subagging for credit scoring models
G Paleologo, A Elisseeff, G Antonini
European journal of operational research 201 (2), 490-499, 2010
2042010
Methods for feature selection in a learning machine
JAE Weston, A Elisseeff, B Schoelkopf, F Pérez-Cruz
US Patent 7,318,051, 2008
1782008
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
1592004
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
1542004
Causal feature selection
I Guyon, C Aliferis
Computational methods of feature selection, 79-102, 2007
1392007
Stability of Randomized Learning Algorithms.
A Elisseeff, T Evgeniou, M Pontil, LP Kaelbing
Journal of Machine Learning Research 6 (1), 2005
1332005
Algorithmic stability and generalization performance
O Bousquet, A Elisseeff
Advances in Neural Information Processing Systems, 196-202, 2001
1312001
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
962003
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
902008
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