引用次数
引用: 3,454
H-指数: 19
I10-指数 : 30
出版物: 84
sw-SVM: sensor weighting support vector machines for EEG-based brain?computer interfaces
N Jrad , M Congedo , R Phlypo , S Rousseau
Journal of Neural Engineering 8 ( 5) 056004
30
2011
A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update
F Lotte , L Bougrain , A Cichocki , M Clerc
Journal of Neural Engineering 15 ( 3) 031005
1,367
2018
Learning with infinitely many features
A Rakotomamonjy , R Flamary , F Yger
Machine Learning
19
2012
Combining functional connectivity
MC Corsi , S Chevallier , Q Barthélemy , I Hoxha
A vascular endothelial growth factor-dependent sprouting angiogenesis assay based on an in vitro human blood vessel model for the study of anti-angiogenic drugs. EBioMedicine. 2018; 27: 225–36
J Pauty , R Usuba , IG Cheng , L Hespel
Epub 2017/12/20. https://doi. org/10. 1016/j. ebiom. 2017.12. 014 PMID: 29289530
5
Geometry-Aware Stationary Subspace Analysis for Multivariate Signals
Inbal Horev , YGER Florian , Masashi Sugiyama
電子情報通信学会技術研究報告= IEICE technical report: 信学技報 115 ( 323) 107 -114
2015
A unified view on differential privacy and robustness to adversarial examples
Florian Yger , Cédric Gouy-Pailler , Jamal Atif , Rafael Pinot
arXiv: Learning
13
2019
Graph-based Clustering under Differential Privacy
Florian Yger , Cédric Gouy-Pailler , Jamal Atif , Anne Morvan
uncertainty in artificial intelligence 132
1
2018
Uplift Modeling from Separate Labels
Florian Yger , Jamal Atif , Ikko Yamane , Masashi Sugiyama
neural information processing systems 31 9927 -9937
9
2018
Theoretical evidence for adversarial robustness through randomization
Florian Yger , Cedric Gouy-Pailler , Jamal Atif , Hisashi Kashima
neural information processing systems 32 11838 -11848
61
2019
On the robustness of randomized classifiers to adversarial examples.
Yann Chevaleyre , Florian Yger , Cédric Gouy-Pailler , Jamal Atif
arXiv: Learning
8
2021
A Metric Learning Approach to Graph Edit Costs for Regression
Florian Yger , Benoit Gaüzère , Linlin Jia , Paul Honeine
Proceedings of IAPR Joint International Workshops on Statistical techniques in Pattern Recognition (SPR 2020) and Structural and Syntactic Pattern Recognition (SSPR 2020) 238 -247
2021
Subspace Oddity - Optimization on Product of Stiefel Manifolds for EEG Data
Florian Yger , Sylvain Chevallier , Sylvain Chevallier , Maria Sayu Yamamoto
international conference on acoustics speech and signal processing
2021
Riemannian Geometry on Connectivity for Clinical BCI
Florian Yger , Sylvain Chevallier , Marie-Constance Corsi , Camille Noûs
international conference on acoustics, speech, and signal processing
1
2021
Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer Interfaces
Satyam Kumar , Florian Yger , Fabien Lotte
2019 7th International Winter Conference on Brain-Computer Interface (BCI)
6
2019
Explainability for regression CNN in fetal head circumference estimation from ultrasound images
Jing Zhang , Caroline Petitjean , Florian Yger , Samia Ainouz
Workshop on Interpretability of Machine Intelligence in Medical Image Computing at MICCAI 2020 73 -82
2020
Using Posters to Recommend Anime and Mangas in a Cold-Start Scenario
Jill-Jenn Vie , Florian Yger , Ryan Lahfa , Basile Clement
international conference on document analysis and recognition 21 -26
16
2017
Apprentissage de dictionnaires d’ondelettes vaste marge pour la classification de signaux et de textures
Florian Yger , Alain Rakotomamonjy
Revue d'intelligence artificielle 25 ( 3) 369 -392
2011
Riemannian Classification for SSVEP-Based BCI : Offline versus Online Implementations
Sylvain Chevallier , Emmanuel K Kalunga , Quentin Barthélemy , Florian Yger
Routledge Handbooks Online 371 -396
5
2018
Online Learning of Acyclic Conditional Preference Networks from Noisy Data
Fabien Labernia , Bruno Zanuttini , Brice Mayag , Florian Yger
2017 IEEE International Conference on Data Mining (ICDM) 247 -256
2
2017
Alain Rakotomamonjy Fabien Lotte Marco Congedo Masashi Sugiyama Sylvain Chevallier Maxime Berar Marie-Constance Corsi Pinot Rafael Cédric Gouy-Pailler Benjamin Negrevergne Rémi Flamary Hisashi Kashima Ikko Yamane Louise Hespel Fabrizio, De Vico Fallani Florian Sikora Quentin Barthélemy Pietro Gori Isabelle Bloch Benoit Gaüzère