Isabelle Guyon is affiliated with the University of Paris-Saclay in France. Their research is primarily situated in the field of Computer Science, with a specialized focus on Artificial Intelligence. Their contributions extend to several subfields including Computer Vision and Pattern Recognition, Signal Processing, Electrical and Electronic Engineering, and Control and Systems Engineering.
The scientist's major topics of work cover Machine Learning and Data Classification, Adversarial Robustness in Machine Learning, Time Series Analysis and Forecasting, Advanced Neural Network Applications, Machine Learning in Healthcare, Anomaly Detection Techniques and Applications, and Human Pose and Action Recognition.
Among the recent papers authored or co-authored by this scientist are the following:
Frequent co-authors include:
They have published extensively in various venues, with the highest number of publications in arXiv (Cornell University). Other notable venues include Neurocomputing, Electric Power Systems Research, IEEE Transactions on Pattern Analysis and Machine Intelligence, and Pattern Recognition Letters.
In recognition of their work, this researcher was awarded the BBVA Foundation Frontiers of Knowledge Award in 2019.
Isabelle Guyon;André Elisseeff
Bernhard E. Boser;Isabelle M. Guyon;Vladimir N. Vapnik
Isabelle Guyon;Jason Weston;Stephen Barnhill;Vladimir Vapnik
Jane Bromley;James W. Bentz;James W. Bentz;Léon Bottou;Léon Bottou;Isabelle Guyon
Jane Bromley;Isabelle Guyon;Yann LeCun;Eduard Säckinger
I.M. Guyon;S.R. Gunn;M. Nikravesh;L. Zadeh
Isabelle Guyon;André Elisseeff
L. Bottou;C. Cortes;C. Cortes;J.S. Denker;J.S. Denker;H. Drucker;H. Drucker
Yann Lecun;L.D. Jackel;Leon Bottou;Leon Bottou;Corinna Cortes;Corinna Cortes
Yann Lecun;L.D. Jackel;Leon Bottou;Leon Bottou;A. Brunot
Asa Ben-Hur;Andre Elisseeff;Isabelle Guyon
Isabelle Guyon;Steve Gunn;Asa Ben-Hur;Gideon Dror
Y. Le Cun;L.D. Jackel;B. Boser;J.S. Denker
Isabelle Guyon;Steve Gunn;Masoud Nikravesh;Lotfi A. Zadeh
I. Guyon;L. Schomaker;R. Plamondon;M. Liberman
L. Personnaz;I. Guyon;G. Dreyfus
L. Personnaz;I. Guyon;G. Dreyfus
I. Guyon;B. Boser;V. Vapnik
Isabelle Guyon;Nada Matic;Vladimir Vapnik
Asa Ben-Hur;Isabelle Guyon
Stephen D. Barnhill;Isabelle Guyon;Jason Weston
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