Cédric Gouy-Pailler
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On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics
M Congedo, C Gouy-Pailler, C Jutten
Clinical Neurophysiology 119 (12), 2677-2686, 2008
Nonstationary brain source separation for multiclass motor imagery
C Gouy-Pailler, M Congedo, C Brunner, C Jutten, G Pfurtscheller
IEEE transactions on Biomedical Engineering 57 (2), 469-478, 2009
Theoretical evidence for adversarial robustness through randomization: the case of the Exponential family
R Pinot, L Meunier, A Araujo, H Kashima, F Yger, C Gouy-Pailler, J Atif
Advances in Neural Information Processing Systems 32, 11838–11848, 2019
A secure federated learning framework using homomorphic encryption and verifiable computing
A Madi, O Stan, A Mayoue, A Grivet-Sébert, C Gouy-Pailler, R Sirdey
2021 Reconciling Data Analytics, Automation, Privacy, and Security: A Big …, 2021
Multivariate temporal dictionary learning for EEG
Q Barthélemy, C Gouy-Pailler, Y Isaac, A Souloumiac, A Larue, JI Mars
Journal of neuroscience methods 215 (1), 19-28, 2013
An iterative subspace denoising algorithm for removing electroencephalogram ocular artifacts
R Sameni, C Gouy-Pailler
Journal of neuroscience methods 225, 97-105, 2014
Structured adaptive and random spinners for fast machine learning computations
M Bojarski, A Choromanska, K Choromanski, F Fagan, C Gouy-Pailler, ...
Proceedings of the 20th International Conference on Artificial Intelligence …, 2017
SPEED: secure, PrivatE, and efficient deep learning
A Grivet Sébert, R Pinot, M Zuber, C Gouy-Pailler, R Sirdey
Machine Learning, 1-20, 2021
Bayesian Model for Multiple Change-points Detection in Multivariate Time Series
F Harlé, F Chatelain, C Gouy-Pailler, S Achard
IEEE Transactions on Signal Processing 64 (16), 4351--4362, 2016
Topographical dynamics of brain connections for the design of asynchronous brain-computer interfaces
C Gouy-Pailler, S Achard, B Rivet, C Jutten, E Maby, A Souloumiac, ...
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual …, 2007
Putting up the swiss army knife of homomorphic calculations by means of TFHE functional bootstrapping
PE Clet, M Zuber, A Boudguiga, R Sirdey, C Gouy-Pailler
Cryptology ePrint Archive, 2022
A unified view on differential privacy and robustness to adversarial examples
R Pinot, F Yger, C Gouy-Pailler, J Atif
Workshop on Machine Learning for CyberSecurity (MLCS@ECML-PKDD), 2019
Graph-based Clustering under Differential Privacy
R Pinot, A Morvan, F Yger, C Gouy-Pailler, J Atif
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial …, 2018
On the robustness of randomized classifiers to adversarial examples
R Pinot, L Meunier, F Yger, C Gouy-Pailler, Y Chevaleyre, J Atif
Machine Learning 111 (9), 3425-3457, 2022
Combining homomorphic encryption and differential privacy in federated learning
A Grivet Sébert, M Checri, O Stan, R Sirdey, C Gouy-Pailler
20th Annual International Conference on Privacy, Security and Trust (PST), 1-7, 2023
Iterative subspace decomposition for ocular artifact removal from EEG recordings
C Gouy-Pailler, R Sameni, M Congedo, C Jutten
International Conference on Independent Component Analysis and Signal …, 2009
Distance and similarity measures for sensors selection in heavily instrumented buildings: application to the INCAS platform
C Gouy-Pailler, H Najmeddine, A Mouraud, F Suard, C Spitz, A Jay, ...
28th International Conference of CIB W78, 2011
Graph sketching-based Space-efficient Data Clustering
A Morvan, K Choromanski, C Gouy-Pailler, J Atif
SIAM International Conference on Data Mining, 10-18, 2018
A Haptic Based Interface to Ease Visually Impaired Pupils’ Inclusion in Geometry Lessons
C Gouy-Pailler, S Zijp-Rouzier, S Vidal, D Chêne
Universal Access in Human-Computer Interaction. Applications and Services …, 2007
Multi-dimensional signal approximation with sparse structured priors using split Bregman iterations
Y Isaac, Q Barthélemy, C Gouy-Pailler, M Sebag, J Atif
Signal Processing 130, 389-402, 2017
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