Stéphane Canu

	2011
39		Xilan Tian, Gilles Gasso, Stéphane Canu: A Multi-kernel Framework for Inductive Semi-supervised Learning. ESANN 2011
38		Emilie Niaf, Rémi Flamary, Carole Lartizien, Stéphane Canu: Handling uncertainties in SVM classification CoRR abs/1106.3397: (2011)
37		Alain Rakotomamonjy, Rémi Flamary, Gilles Gasso, Stéphane Canu: ellp-ellq Penalty for Sparse Linear and Sparse Multiple Kernel Multitask Learning. IEEE Transactions on Neural Networks 22(8): 1307-1320 (2011)
	2010
36		Stéphane Canu: Recent Advances in Kernel Machines. CIARP 2010: 1
35		Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Manuel Davy: Nonlinear functional regression: a functional RKHS approach. Journal of Machine Learning Research - Proceedings Track 9: 374-380 (2010)
	2009
34		Gilles Gasso, Alain Rakotomamonjy, Stéphane Canu: Recovering sparse signals with a certain family of nonconvex penalties and DC programming. IEEE Transactions on Signal Processing 57(12): 4686-4698 (2009)
	2008
33		Karina Zapien Arreola, Thomas Gärtner, Gilles Gasso, Stéphane Canu: Regularization path for Ranking SVM. ESANN 2008: 415-420
32		Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshet, Stéphane Canu: Support Vector Machines with a Reject Option. NIPS 2008: 537-544
	2007
31		Gilles Gasso, Karina Zapien Arreola, Stéphane Canu: Computing and stopping the solution paths for $\nu$-SVR. ESANN 2007: 253-258
30		Karina Zapien Arreola, Gilles Gasso, Stéphane Canu: Estimation of tangent planes for neighborhood graph correction. ESANN 2007: 397-402
29		Alain Rakotomamonjy, Francis Bach, Stéphane Canu, Yves Grandvalet: More efficiency in multiple kernel learning. ICML 2007: 775-782
28		Gilles Gasso, Karina Zapien Arreola, Stéphane Canu: Sparsity regularization path for semi-supervised SVM. ICMLA 2007: 25-30
27		Gaëlle Loosli, Gilles Gasso, Stéphane Canu: Regularization Paths for nu -SVM and nu -SVR. ISNN (3) 2007: 486-496
26		Gaëlle Loosli, Stéphane Canu: Comments on the "Core Vector Machines: Fast SVM Training on Very Large Data Sets". Journal of Machine Learning Research 8: 291-301 (2007)
	2006
25		Stéphane Canu, Alexander J. Smola: Kernel methods and the exponential family. Neurocomputing 69(7-9): 714-720 (2006)
24		Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu: Translation-invariant classification of non-stationary signals. Neurocomputing 69(7-9): 743-753 (2006)
23		Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu: Kernel Basis Pursuit. Revue d'Intelligence Artificielle 20(6): 757-774 (2006)
	2005
22		Gaëlle Loosli, Sans-Goog Lee, Stéphane Canu: Détection de contexte par l'apprentissage. CAP 2005: 111-112
21		Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu: Kernel Basis Pursuit. CAP 2005: 93-106
20		Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu: Kernel Basis Pursuit. ECML 2005: 146-157
19		Stéphane Canu, Alexander J. Smola: Kernel methods and the exponential family. ESANN 2005: 447-454
18		Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu: Translation invariant classification of non-stationary signals. ESANN 2005: 473-478
17		Quoc V. Le, Alexander J. Smola, Stéphane Canu: Heteroscedastic Gaussian process regression. ICML 2005: 489-496
16		Bruno Grilheres, Christophe Beauce, Stéphane Canu, Stephan Brunessaux: A Platform for Semantic Annotations and Ontology Population Using Conditional Random Fields. Web Intelligence 2005: 790-793
15		Alain Rakotomamonjy, Stéphane Canu: Frames, Reproducing Kernels, Regularization and Learning. Journal of Machine Learning Research 6: 1485-1515 (2005)
14		Gaëlle Loosli, Stéphane Canu, S. V. N. Vishwanathan, Alexander J. Smola, M. Chattopadhyay: Boîte à outils SVM simple et rapide. Revue d'Intelligence Artificielle 19(4-5): 741-767 (2005)
	2004
13		Cheng Soon Ong, Xavier Mary, Stéphane Canu, Alexander J. Smola: Learning with non-positive kernels. ICML 2004
12		Mikhail F. Kanevski, Roman Parkin, Aleksey Pozdnukhov, Vadim Timonin, Michel Maignan, Vasiliy V. Demyanov, Stéphane Canu: Environmental data mining and modeling based on machine learning algorithms and geostatistics. Environmental Modelling and Software 19(9): 845-855 (2004)
	2003
11		Icham Sefion, Abdel Ennaji, Marc Gailhardou, Stéphane Canu: Aide à la décision médicale Contribution pour la prise en charge de l'asthme. Ingénierie des Systèmes d'Information 8(1): 11-32 (2003)
	2002
10		Alain Rakotomamonjy, Stéphane Canu: Frame Kernels for Learning. ICANN 2002: 707-712
9		Yves Grandvalet, Stéphane Canu: Adaptive Scaling for Feature Selection in SVMs. NIPS 2002: 553-560
	2000
8		Skander Soltani, Daniel Boichu, Patrice Simard, Stéphane Canu: The long-term memory prediction by multiscale decomposition. Signal Processing 80(10): 2195-2205 (2000)
	1998
7		Yves Grandvalet, Stéphane Canu: Outcomes of the Equivalence of Adaptive Ridge with Least Absolute Shrinkage. NIPS 1998: 445-451
	1997
6		Skander Soltani, Stéphane Canu, Daniel Boichu, Yves Grandvalet: Wavelet Frames Based Estimator. ICANN 1997: 319-324
5		Yves Grandvalet, Stéphane Canu: Adaptive Noise Injection for Input Variables Relevance Determination. ICANN 1997: 463-468
4		Yves Grandvalet, Stéphane Canu, Stéphane Boucheron: Noise Injection: Theoretical Prospects. Neural Computation 9(5): 1093-1108 (1997)
	1995
3		Yves Grandvalet, Stéphane Canu, Stéphane Boucheron: Control of complexity in learning with perturbed inputs. ESANN 1995
2		Yves Grandvalet, Stéphane Canu: Comments on "Noise injection into inputs in back propagation learning". IEEE Transactions on Systems, Man, and Cybernetics 25(4): 678-681 (1995)
	1993
1		Thibault Langlois, Stéphane Canu: B-Learning: A Reinforcement Learning Algorithm, Comparison with Dynamic Programming. IWANN 1993: 261-266

Coauthor Index

1	Karina Zapien Arreola	[28] [30] [31] [33]
2	Francis R. Bach (Francis Bach)	[29]
3	Christophe Beauce	[16]
4	Daniel Boichu	[6] [8]
5	Stéphane Boucheron	[3] [4]
6	Stephan Brunessaux	[16]
7	M. Chattopadhyay	[14]
8	Manuel Davy	[35]
9	Vasiliy V. Demyanov	[12]
10	Emmanuel Duflos	[35]
11	Abdel Ennaji	[11]
12	Rémi Flamary	[37] [38]
13	Marc Gailhardou	[11]
14	Thomas Gärtner	[33]
15	Gilles Gasso	[27] [28] [30] [31] [33] [34] [37] [39]
16	Yves Grandvalet	[2] [3] [4] [5] [6] [7] [9] [29] [32]
17	Bruno Grilheres	[16]
18	Vincent Guigue	[18] [20] [21] [23] [24]
19	Hachem Kadri	[35]
20	Mikhail F. Kanevski	[12]
21	Joseph Keshet	[32]
22	Thibault Langlois	[1]
23	Carole Lartizien	[38]
24	Quoc V. Le (Quoc Viet Le)	[17]
25	Sans-Goog Lee	[22]
26	Gaëlle Loosli	[14] [22] [26] [27]
27	Michel Maignan	[12]
28	Xavier Mary	[13]
29	Emilie Niaf	[38]
30	Cheng Soon Ong	[13]
31	Roman Parkin	[12]
32	Aleksey Pozdnukhov	[12]
33	Philippe Preux	[35]
34	Alain Rakotomamonjy	[10] [15] [18] [20] [21] [23] [24] [29] [32] [34] [37]
35	Icham Sefion	[11]
36	Patrice Y. Simard (Patrice Simard)	[8]
37	Alexander J. Smola (Alex J. Smola)	[13] [14] [17] [19] [25]
38	Skander Soltani	[6] [8]
39	Xilan Tian	[39]
40	Vadim Timonin	[12]
41	S. V. N. Vishwanathan (Vishy Vishwanathan)	[14]

Colors in the list of coauthors

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