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André Elisseeff

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2008
25EEJean-Philippe Pellet, André Elisseeff: Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets. NIPS 2008: 1249-1256
24EEUlf H. Nielsen, Jean-Philippe Pellet, André Elisseeff: Explanation Trees for Causal Bayesian Networks. UAI 2008: 427-434
2007
23EEJean-Philippe Pellet, André Elisseeff: A Partial Correlation-Based Algorithm for Causal Structure Discovery with Continuous Variables. IDA 2007: 229-239
22EEOlivier Bousquet, André Elisseeff: Guest editorial: Learning theory. Machine Learning 66(2-3): 115-118 (2007)
2005
21 Giuliano Tirenni, Abderrahim Labbi, André Elisseeff, Cesar Berrospi: Efficient Allocation of Marketing Resources using Dynamic Programming. SDM 2005
20EEJason Weston, Christina S. Leslie, Eugene Ie, Dengyong Zhou, André Elisseeff, William Stafford Noble: Semi-supervised protein classification using cluster kernels. Bioinformatics 21(15): 3241-3247 (2005)
19EEAndré Elisseeff, Theodoros Evgeniou, Massimiliano Pontil: Stability of Randomized Learning Algorithms. Journal of Machine Learning Research 6: 55-79 (2005)
2004
18EETheodoros Evgeniou, Massimiliano Pontil, André Elisseeff: Leave One Out Error, Stability, and Generalization of Voting Combinations of Classifiers. Machine Learning 55(1): 71-97 (2004)
17EEYann Guermeur, Gianluca Pollastri, André Elisseeff, Dominique Zelus, Hélène Paugam-Moisy, Pierre Baldi: Combining protein secondary structure prediction models with ensemble methods of optimal complexity. Neurocomputing 56: 305-327 (2004)
2003
16EEJason Weston, Christina S. Leslie, Dengyong Zhou, André Elisseeff, William Stafford Noble: Semi-supervised Protein Classification Using Cluster Kernels. NIPS 2003
15 Jason Weston, Fernando Pérez-Cruz, Olivier Bousquet, Olivier Chapelle, André Elisseeff, Bernhard Schölkopf: Feature selection and transduction for prediction of molecular bioactivity for drug design. Bioinformatics 19(6): 764-771 (2003)
14EEIsabelle Guyon, André Elisseeff: An Introduction to Variable and Feature Selection. Journal of Machine Learning Research 3: 1157-1182 (2003)
13EEJason Weston, André Elisseeff, Bernhard Schölkopf, Michael E. Tipping: Use of the Zero-Norm with Linear Models and Kernel Methods. Journal of Machine Learning Research 3: 1439-1461 (2003)
2002
12 Savina Andonova, André Elisseeff, Theodoros Evgeniou, Massimiliano Pontil: A Simple Algorithm for Learning Stable Machines. ECAI 2002: 513-517
11EEJason Weston, Olivier Chapelle, André Elisseeff, Bernhard Schölkopf, Vladimir Vapnik: Kernel Dependency Estimation. NIPS 2002: 873-880
10EEAsa Ben-Hur, André Elisseeff, Isabelle Guyon: A Stability Based Method for Discovering Structure in Clustered Data. Pacific Symposium on Biocomputing 2002: 6-17
9EEOlivier Bousquet, André Elisseeff: Stability and Generalization. Journal of Machine Learning Research 2: 499-526 (2002)
8EEOlivier Bousquet, André Elisseeff: Stability and Generalization. Journal of Machine Learning Research 2: 499-526 (2002)
2001
7EENello Cristianini, John Shawe-Taylor, André Elisseeff, Jaz S. Kandola: On Kernel-Target Alignment. NIPS 2001: 367-373
6EEAndré Elisseeff, Jason Weston: A kernel method for multi-labelled classification. NIPS 2001: 681-687
2000
5EEHélène Paugam-Moisy, André Elisseeff, Yann Guermeur: Generalization Performance of Multiclass Discriminant Models. IJCNN (4) 2000: 177-182
4EEYann Guermeur, André Elisseeff, Hélène Paugam-Moisy: A New Multi-Class SVM Based on a Uniform Convergence Result. IJCNN (4) 2000: 183-188
3 Olivier Bousquet, André Elisseeff: Algorithmic Stability and Generalization Performance. NIPS 2000: 196-202
1999
2EEAndré Elisseeff, Hélène Paugam-Moisy: JNN, a randomized algorithm for training multilayer networks in polynomial time. Neurocomputing 29(1-3): 3-24 (1999)
1996
1EEAndré Elisseeff, Hélène Paugam-Moisy: Size of Multilayer Networks for Exact Learning: Analytic Approach. NIPS 1996: 162-168

Coauthor Index

1Savina Andonova [12]
2Pierre Baldi [17]
3Asa Ben-Hur [10]
4Cesar Berrospi [21]
5Olivier Bousquet [3] [8] [9] [15] [22]
6Olivier Chapelle [11] [15]
7Nello Cristianini [7]
8Theodoros Evgeniou [12] [18] [19]
9Yann Guermeur [4] [5] [17]
10Isabelle Guyon [10] [14]
11Eugene Ie [20]
12Jaz S. Kandola [7]
13Abderrahim Labbi [21]
14Christina S. Leslie [16] [20]
15Ulf H. Nielsen [24]
16William Stafford Noble [16] [20]
17Hélène Paugam-Moisy [1] [2] [4] [5] [17]
18Jean-Philippe Pellet [23] [24] [25]
19Fernando Pérez-Cruz [15]
20Gianluca Pollastri [17]
21Massimiliano Pontil [12] [18] [19]
22Bernhard Schölkopf [11] [13] [15]
23John Shawe-Taylor [7]
24Michael E. Tipping [13]
25Giuliano Tirenni [21]
26Vladimir Vapnik [11]
27Jason Weston [6] [11] [13] [15] [16] [20]
28Dominique Zelus [17]
29Dengyong Zhou [16] [20]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)