Isabelle Guyon

2008
22	EE	Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C. Cawley: Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge. Neural Networks 21(2-3): 544-550 (2008)
2007
21	EE	Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C. Cawley: Agnostic Learning vs. Prior Knowledge Challenge. IJCNN 2007: 829-834
20	EE	Isabelle Guyon, Jiwen Li, Theodor Mader, Patrick A. Pletscher, Georg Schneider, Markus Uhr: Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark. Pattern Recognition Letters 28(12): 1438-1444 (2007)
2004
19	EE	Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon Dror: Result Analysis of the NIPS 2003 Feature Selection Challenge. NIPS 2004
2003
18	EE	Isabelle Guyon, André Elisseeff: An Introduction to Variable and Feature Selection. Journal of Machine Learning Research 3: 1157-1182 (2003)
2002
17	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
16		Isabelle Guyon, Jason Weston, Stephen Barnhill, Vladimir Vapnik: Gene Selection for Cancer Classification using Support Vector Machines. Machine Learning 46(1-3): 389-422 (2002)
1998
15	EE	Isabelle Guyon, John Makhoul, Richard M. Schwartz, Vladimir Vapnik: What Size Test Set Gives Good Error Rate Estimates?. IEEE Trans. Pattern Anal. Mach. Intell. 20(1): 52-64 (1998)
1996
14		Isabelle Guyon, Nada Matic, Vladimir Vapnik: Discovering Informative Patterns and Data Cleaning. Advances in Knowledge Discovery and Data Mining 1996: 181-203
1995
13	EE	Isabelle Guyon, Fernando Pereira: Design of a linguistic postprocessor using variable memory length Markov models. ICDAR 1995: 454-457
1994
12		Isabelle Guyon, Nada Matic, Vladimir Vapnik: Discovering Informative Patterns and Data Cleaning. KDD Workshop 1994: 145-156
11	EE	H. Weissman, Markus Schenkel, Isabelle Guyon, C. Nohl, Donnie Henderson: Recognition-based segmentation of on-line run-on handprinted words: Input vs. output segmentation. Pattern Recognition 27(3): 405-420 (1994)
1993
10	EE	Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard Säckinger, Roopak Shah: Signature Verification Using a Siamese Time Delay Neural Network. NIPS 1993: 737-744
9		Jane Bromley, James W. Bentz, Léon Bottou, Isabelle Guyon, Yann LeCun, Cliff Moore, Eduard Säckinger, Roopak Shah: Signature Verification Using A "Siamese" Time Delay Neural Network. IJPRAI 7(4): 669-688 (1993)
1992
8	EE	Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik: A Training Algorithm for Optimal Margin Classifiers. COLT 1992: 144-152
7	EE	Isabelle Guyon, Bernhard E. Boser, Vladimir Vapnik: Automatic Capacity Tuning of Very Large VC-Dimension Classifiers. NIPS 1992: 147-155
6	EE	Markus Schenkel, H. Weissman, Isabelle Guyon, C. Nohl, Donnie Henderson: Recognition-Based Segmentation of On-Line Hand-Printed Words. NIPS 1992: 723-730
1991
5	EE	Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Léon Bottou, Sara A. Solla: Structural Risk Minimization for Character Recognition. NIPS 1991: 471-479
4	EE	Isabelle Guyon, P. Albrecht, Yann LeCun, John S. Denker, Wayne E. Hubbard: Design of a neural network character recognizer for a touch terminal. Pattern Recognition 24(2): 105-119 (1991)
1990
3	EE	Rodolfo A. Milito, Isabelle Guyon, Sara A. Solla: Neural Network Implementation of Admission Control. NIPS 1990: 493-499
1988
2	EE	John S. Denker, W. R. Gardner, Hans Peter Graf, Donnie Henderson, R. E. Howard, Wayne E. Hubbard, Lawrence D. Jackel, Henry S. Baird, Isabelle Guyon: Neural Network Recognizer for Hand-Written Zip Code Digits. NIPS 1988: 323-331
1987
1	EE	Gérard Dreyfus, Isabelle Guyon, Jean-Pierre Nadal, Léon Personnaz: High Order Neural Networks for Efficient Associative Memory Design. NIPS 1987: 233-241

Coauthor Index

1	P. Albrecht	[4]
2	Henry S. Baird	[2]
3	Stephen Barnhill	[16]
4	Asa Ben-Hur	[17] [19]
5	James W. Bentz	[9]
6	Bernhard E. Boser	[5] [7] [8]
7	Léon Bottou	[5] [9]
8	Jane Bromley	[9] [10]
9	Gavin C. Cawley	[21] [22]
10	John S. Denker	[2] [4]
11	Gérard Dreyfus	[1]
12	Gideon Dror	[19] [21] [22]
13	André Elisseeff	[17] [18]
14	W. R. Gardner	[2]
15	Hans Peter Graf	[2]
16	Steve R. Gunn	[19]
17	Donnie Henderson	[2] [6] [11]
18	R. E. Howard	[2]
19	Wayne E. Hubbard	[2] [4]
20	Lawrence D. Jackel	[2]
21	Yann LeCun	[4] [9] [10]
22	Jiwen Li	[20]
23	Theodor Mader	[20]
24	John Makhoul	[15]
25	Nada Matic	[12] [14]
26	Rodolfo A. Milito	[3]
27	Cliff Moore	[9]
28	Jean-Pierre Nadal	[1]
29	C. Nohl	[6] [11]
30	Fernando Pereira	[13]
31	Léon Personnaz	[1]
32	Patrick A. Pletscher	[20]
33	Eduard Säckinger	[9] [10]
34	Amir Saffari	[21] [22]
35	Markus Schenkel	[6] [11]
36	Georg Schneider	[20]
37	Richard M. Schwartz	[15]
38	Roopak Shah	[9] [10]
39	Sara A. Solla	[3] [5]
40	Markus Uhr	[20]
41	Vladimir Vapnik	[5] [7] [8] [12] [14] [15] [16]
42	H. Weissman	[6] [11]
43	Jason Weston	[16]

Colors in the list of coauthors