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Multi-scale test procedure for non-stationarity in short and long memory time series

 O. Kouamo , Cedric Gouy-Pailler
2013 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, BC, Canada. pp.5368-5372, ⟨10.1109/ICASSP.2013.6638688⟩
Communication dans un congrès cea-01830774v1
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Régularisations spatiales pour la décomposition de signaux EEG sur un dictionnaire temps-fréquence

 Yoann Isaac , Quentin Barthélemy , Jamal Atif , Cedric Gouy-Pailler , Michèle Sebag
Colloque Gretsi XXIV, Sep 2013, Brest, France
Communication dans un congrès hal-00862707v2

Structured adaptive and random spinners for fast machine learning computations

 Mariusz Bojarski , Anna Choromanska , Krzysztof Choromanski , Francois Fagan , Cedric Gouy-Pailler , et al.
20th International Conference on Artificial Intelligence and Statistics (AISTATS 2017), Apr 2017, Fort Lauderdale, Florida, United States. pp.1020-1029
Communication dans un congrès hal-02010086v1

Recherche de la connectivité de réseaux complexes. Application en IRMf.

 Jérôme Lemoine , Cedric Gouy-Pailler , Sophie Achard , Pierre-Olivier Amblard
GRETSI 2009 - XXIIème Colloque francophone de traitement du signal et des images, Sep 2009, Dijon, France. pp.CDROM
Communication dans un congrès hal-00447381v1
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A new General Weighted Least-Squares Algorithm for Approximate Joint Diagonalization

 Marco Congedo , Christian Jutten , Reza Sameni , Cedric Gouy-Pailler
BCI 2008 - 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.98-103
Communication dans un congrès hal-00324215v1
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Bayesian Model for Multiple Change-Points Detection in Multivariate Time Series

 Flore Harlé , Florent Chatelain , Cedric Gouy-Pailler , Sophie Achard
IEEE Transactions on Signal Processing, 2016, 64 (16), pp.4351-4362. ⟨10.1109/TSP.2016.2566609⟩
Article dans une revue hal-01394735v1
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On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics

 Marco Congedo , Cedric Gouy-Pailler , Christian Jutten
Clinical Neurophysiology, 2008, 119 (12), pp.2677-2686. ⟨10.1016/j.clinph.2008.09.007⟩
Article dans une revue hal-00343628v1
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Topographical Dynamics of Brain Connections for the Design of Asynchronous Brain-Computer Interfaces

 Cedric Gouy-Pailler , Sophie Achard , Bertrand Rivet , Christian Jutten , Emmanuel Maby , et al.
EMBC 2007 - 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.2520-2523, ⟨10.1109/IEMBS.2007.4352841⟩
Communication dans un congrès hal-00174738v1
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Combining homomorphic encryption and differential privacy in federated learning

 Arnaud Grivet Sebert , Marina Checri , Oana Stan , Renaud Sirdey , Cedric Gouy-Pailler
2023 20th Annual International Conference on Privacy, Security and Trust (PST), Aug 2023, Copenhague, Denmark. 10320195 (7 p.), ⟨10.1109/PST58708.2023.10320195⟩
Communication dans un congrès cea-04485721v1
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Machine learning without jeopardizing the data

 Arnaud Grivet Sébert , Renaud Sirdey , Cedric Gouy-Pailler
ACM Symposium on Principles of Distributed Computing (PODC 2022), Jul 2022, Salerno, Italy
Communication dans un congrès cea-04174108v1
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Rank-based multiple change-point detection in multivariate time series

 Flore Harlé , Florent Chatelain , Cedric Gouy-Pailler , Sophie Achard
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.1337-1341
Communication dans un congrès cea-01844442v1
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Multi-Class Independent Common Spatial Patterns: Exploiting Energy Variations of Brain Sources

 Cedric Gouy-Pailler , Marco Congedo , Clemens Brunner , Christian Jutten , Gert Pfurtscheller
BCI 2008 - 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.20--25
Communication dans un congrès hal-00323579v1
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Multivariate Temporal Dictionary Learning for EEG

 Quentin Barthélemy , Cedric Gouy-Pailler , Antoine Souloumiac , Anthony Larue , Jerome I. Mars
Journal of Neuroscience Methods, 2013, 215, pp.19-28. ⟨10.1016/j.jneumeth.2013.02.001⟩
Article dans une revue hal-00822997v2
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Theoretical evidence for adversarial robustness through randomization

 Rafael Pinot , Laurent Meunier , Alexandre Araujo , Hisashi Kashima , Florian Yger , et al.
33rd Conference on Neural Information Processing Systems (NIPS 2019), Dec 2019, Vancouver, Canada
Communication dans un congrès hal-02892188v1
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P300-speller : Géométrie Riemannienne pour la détection multi-sujets de potentiels d'erreur

 Alexandre Barachant , Rafał Cycon , Cedric Gouy-Pailler
GRETSI 2015, Sep 2015, Lyon, France
Communication dans un congrès hal-01255363v1

Backward hidden Markov chain for outlier-robust filtering and fixed-interval smoothing

 B. Ait-El-Fquih , Cedric Gouy-Pailler
2013 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, BC, Canada. pp.5504-5508, ⟨10.1109/ICASSP.2013.6638716⟩
Communication dans un congrès cea-01830771v1
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Multivariate approach for brain decomposable connectivity networks

 Florent Chatelain , Sophie Achard , Olivier J.J. Michel , Cedric Gouy-Pailler
SSP 2011 - 2011 IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.817-820
Communication dans un congrès hal-00639853v1
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Model-Based Source Separation for Multi-Class Motor Imagery

 Cedric Gouy-Pailler , Marco Congedo , Christian Jutten , Clemens Brunner , Gert Pfurtscheller
EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1569101877
Communication dans un congrès hal-00290117v1
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Graph-based Clustering under Differential Privacy

 Rafael Pinot , Anne Morvan , Florian Yger , Cedric Gouy-Pailler , Jamal Atif
Conference on Uncertainty in Artificial Intelligence (UAI 2018), Aug 2018, Monterey, California, United States. pp.329-338
Communication dans un congrès hal-02170699v1
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SPEED: secure, PrivatE, and efficient deep learning

 Arnaud Grivet Sébert , Rafaël Pinot , Martin Zuber , Cedric Gouy-Pailler , Renaud Sirdey
ECML PKDD 2021 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Basque Center for Applied Mathematics, Sep 2021, Bilbao, Spain. pp.675-694, ⟨10.1007/s10994-021-05970-3⟩
Communication dans un congrès cea-03295491v1
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Vers une modélisation dynamique de l'activité cérébrale pour la conception d'interfaces cerveau-machines asynchrones

 Cedric Gouy-Pailler
Traitement du signal et de l'image [eess.SP]. Université Joseph-Fourier - Grenoble I, 2009. Français. ⟨NNT : ⟩
Thèse tel-00440836v1
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Ensemble learning for brain computer-interface using uncooperative democratic echo state communities

 Cedric Gouy-Pailler , Michèle Sebag , Antoine Souloumiac , Anthony Larue
Cinquième conférence plénière française de Neurosciences Computationnelles, "Neurocomp'10", Aug 2010, Lyon, France
Communication dans un congrès hal-00553448v1
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Graphe de connectivité cérébrale et longue dépendance

 Florent Chatelain , Sophie Achard , Cedric Gouy-Pailler , Olivier J.J. Michel , Pierre-Olivier Amblard
GRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France
Communication dans un congrès hal-00639898v1
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Multi-dimensional signal approximation with sparse structured priors using split Bregman iterations

 Yoann Isaac , Quentin Barthélemy , Cedric Gouy-Pailler , Michèle Sebag , Jamal Atif
Signal Processing, 2017, 130, pp.389-402. ⟨10.1016/j.sigpro.2016.07.013⟩
Article dans une revue hal-01448305v1
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Généralisation des micro-états EEG par apprentissage régularisé temporellement de dictionnaires topographiques

 Yoann Isaac , Quentin Barthélemy , Cedric Gouy-Pailler , Jamal Atif , Michèle Sebag
Colloque Gretsi XXV, Sep 2015, Lyon, France
Communication dans un congrès hal-01200542v1
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Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings

 Cedric Gouy-Pailler , Reza Sameni , Marco Congedo , Christian Jutten
ICA 2009 - 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.419--426, ⟨10.1007/978-3-642-00599-2⟩
Communication dans un congrès hal-00369922v1
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Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics

 Cedric Gouy-Pailler , Jérémie Mattout , Marco Congedo , Christian Jutten
ESANN 2009 - 17th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. pp.77
Communication dans un congrès hal-00384879v1
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From Neuronal cost-based metrics towards sparse coded signals classification

 Anthony Mouraud , Quentin Barthélemy , Aurélien Mayoue , Anthony Larue , Cedric Gouy-Pailler , et al.
ESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.311-316
Communication dans un congrès hal-00731497v1
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A unified view on differential privacy and robustness to adversarial examples

 Rafael Pinot , Florian Yger , Cedric Gouy-Pailler , Jamal Atif
Workshop on Machine Learning for CyberSecurity at ECMLPKDD 2019, Sep 2019, Wurzburg, Germany
Communication dans un congrès hal-02892170v1

Graph sketching-based Space-efficient Data Clustering

 Anne Morvan , Krzysztof Choromanski , Cedric Gouy-Pailler , Jamal Atif
2018 SIAM International Conference on Data Mining, Society for Industrial and Applied Mathematics, May 2018, San Diego, United States. ⟨10.1137/1.9781611975321.2⟩
Communication dans un congrès cea-01838501v1
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