Isabelle Guyon

A training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik · 1992 · 11.6K citations

Computing, Computer Science, Computer Vision +16

Gene Selection for Cancer Classification using Support Vector Machines

Isabelle Guyon, Jason Weston, S. Barnhill et al. · Machine Learning · 2002 · 9.8K citations · Full text

Computing, Bioinformatics, Biomedical Informatics +12

SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK

Jane Bromley, JAMES W. BENTZ, Léon Bottou et al. · International Journal of Pattern Recognition and Artificial Intelligence · 1993 · 2.1K citations

Computing, Computer Science, Authentication +15

Comparison of classifier methods: a case study in handwritten digit recognition

Léon Bottou, Corinna Cortes, J. S. Denker et al. · 2002 · 627 citations

Computing, Computer Science, Computer Vision +16

Comparison of learning algorithms for handwritten digit recognition

Yann LeCun, L. D. Jackel, Léon Bottou et al. · 1995 · 587 citations

Computing, Computer Science, Computer Vision +11