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Isabelle Guyon
Isabelle Guyon
Director of Research, Google; Prof. UPSaclay; President ChaLearn
Verified email at chalearn.org - Homepage
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Cited by
Year
‘YANN LECUN, CLIFF MOORE*, EDUARD SACKINGER and ROOPAK SHAH
J BROMLEY, JW BENTZ, L BOTTOU, I GUYON
1. ClopiNet, 955 Creston Rd, Berkeley, USA, isabelle@ clopinet. com (corresponding author.) 2. Fraunhofer Institute, Berlin, Germany. 3. Rijksuniversiteit Groningen, The …
K Franke, I Guyon, L Schomaker, L Vuurpijl
10.1162/153244303322753616
I Guyon
CrossRef Listing of Deleted DOIs 1, 1157, 2000
262000
2008 Special Issue: Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge
I Guyon, A Saffari, G Dror, G Cawley
Neural Networks 21 (2-3), 544-550, 2008
22008
A biologically constrained learning mechanism in networks of formal neurons
L Personnaz, I Guyon, G Dreyfus, G Toulouse
Journal of Statistical Physics 43, 411-422, 1986
411986
A brief review of the ChaLearn AutoML challenge: any-time any-dataset learning without human intervention
I Guyon, I Chaabane, HJ Escalante, S Escalera, D Jajetic, JR Lloyd, ...
Workshop on Automatic Machine Learning, 21-30, 2016
942016
A Case Study in Handwritten Digit Recognition
L Bottou, C Cortes, JS Denker, H Drucker, I Guyon, LD Jackel, Y LeCun, ...
A four-gene expression signature for prostate cancer cells consisting of UAP1, PDLIM5, IMPDH2, and HSPD1
I Guyon, H Fritsche, P Choppa, LY Yang, S Barnhill
UroToday Int J 2 (04), 2009
182009
a markup language for digital document annotation
K Franke, I Guyon, L Schomaker, L Vuurpijl
A practical guide to model selection
I Guyon
Proc. Mach. Learn. Summer School Springer Text Stat, 1-37, 2009
322009
A scaling law for the validation-set training-set ratio
I Guyon
preprint, 1996
61996
A scaling law for the validation-set training-set size ratio
I Guyon
AT&T Bell Laboratories 1 (11), 1997
2661997
A simple selectionist learning rule for neural networks
L Personnaz, I Guyon, A Johannet, G Dreyfus, G Toulouse
AIP Conference Proceedings 151 (1), 360-363, 1986
11986
A stability based method for discovering structure in clustered data
A Ben-Hur, A Elisseeff, I Guyon
Biocomputing 2002, 6-17, 2001
8362001
A survey on deep learning based approaches for action and gesture recognition in image sequences
M Asadi-Aghbolaghi, A Clapes, M Bellantonio, HJ Escalante, ...
2017 12th IEEE international conference on automatic face & gesture …, 2017
2302017
A Trainin Al orithm for &'timal Mar in 1lassifiers
BE Boser, IM Guyon, VN Vapnik
A training algorithm for optimal margin classifiers
BE Boser, IM Guyon, VN Vapnik
Proceedings of the fifth annual workshop on Computational learning theory …, 1992
174321992
A training algorithm for optimal margin classifiers
BE Boser, IM Guyon, VN Vapnik
Proceedings of the 5th Annual ACM Workshop on Computational Learning Theory …, 0
28
A transputer based neurocomputer
A Johannet, G Loheac, L Personnaz, I Guyon, G Dreyfus
OUG-7: Parallel Programming of Transputer Based Machines, 120-127, 1987
111987
Active Learning Challenge: Challenges in Machine Learning, Volumen 6
I Guyon, G Cawley, G Dror, V Lemaire, A Statnikov
Microtome publishing, 2012
62012
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