André Elisseeff

2008
25	EE	Jean-Philippe Pellet, André Elisseeff: Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets. NIPS 2008: 1249-1256
24	EE	Ulf H. Nielsen, Jean-Philippe Pellet, André Elisseeff: Explanation Trees for Causal Bayesian Networks. UAI 2008: 427-434
2007
23	EE	Jean-Philippe Pellet, André Elisseeff: A Partial Correlation-Based Algorithm for Causal Structure Discovery with Continuous Variables. IDA 2007: 229-239
22	EE	Olivier 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
20	EE	Jason 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)
19	EE	André Elisseeff, Theodoros Evgeniou, Massimiliano Pontil: Stability of Randomized Learning Algorithms. Journal of Machine Learning Research 6: 55-79 (2005)
2004
18	EE	Theodoros Evgeniou, Massimiliano Pontil, André Elisseeff: Leave One Out Error, Stability, and Generalization of Voting Combinations of Classifiers. Machine Learning 55(1): 71-97 (2004)
17	EE	Yann 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
16	EE	Jason 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)
14	EE	Isabelle Guyon, André Elisseeff: An Introduction to Variable and Feature Selection. Journal of Machine Learning Research 3: 1157-1182 (2003)
13	EE	Jason 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
11	EE	Jason Weston, Olivier Chapelle, André Elisseeff, Bernhard Schölkopf, Vladimir Vapnik: Kernel Dependency Estimation. NIPS 2002: 873-880
10	EE	Asa Ben-Hur, André Elisseeff, Isabelle Guyon: A Stability Based Method for Discovering Structure in Clustered Data. Pacific Symposium on Biocomputing 2002: 6-17
9	EE	Olivier Bousquet, André Elisseeff: Stability and Generalization. Journal of Machine Learning Research 2: 499-526 (2002)
8	EE	Olivier Bousquet, André Elisseeff: Stability and Generalization. Journal of Machine Learning Research 2: 499-526 (2002)
2001
7	EE	Nello Cristianini, John Shawe-Taylor, André Elisseeff, Jaz S. Kandola: On Kernel-Target Alignment. NIPS 2001: 367-373
6	EE	André Elisseeff, Jason Weston: A kernel method for multi-labelled classification. NIPS 2001: 681-687
2000
5	EE	Hélène Paugam-Moisy, André Elisseeff, Yann Guermeur: Generalization Performance of Multiclass Discriminant Models. IJCNN (4) 2000: 177-182
4	EE	Yann 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
2	EE	André Elisseeff, Hélène Paugam-Moisy: JNN, a randomized algorithm for training multilayer networks in polynomial time. Neurocomputing 29(1-3): 3-24 (1999)
1996
1	EE	André Elisseeff, Hélène Paugam-Moisy: Size of Multilayer Networks for Exact Learning: Analytic Approach. NIPS 1996: 162-168

Coauthor Index

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

Colors in the list of coauthors