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Compressive Spectral Clustering

Nicolas Tremblay , Gilles Puy , Rémi Gribonval , Pierre Vandergheynst
33rd International Conference on Machine Learning, Jun 2016, New York, United States
Communication dans un congrès hal-01320214v1

A Dynamical Network View of Lyon's Vélo'v Shared Bicycle System

Pierre Borgnat , Céline Robardet , Patrice Abry , Patrick Flandrin , Jean-Baptiste Rouquier , et al.
A. Mukherjee, M. Choudhury, F. Peruani, N. Ganguly, B. Mitra Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems , springer, pp.267-284, 2013
Chapitre d'ouvrage hal-01339131v1
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Subgraph-based filterbanks for graph signals

Nicolas Tremblay , Pierre Borgnat
IEEE Transactions on Signal Processing, 2016, 64, pp.3827-3840. ⟨10.1109/tsp.2016.2544747⟩
Article dans une revue hal-01243889v1
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Community mining with graph filters for correlation matrices

Pierre Borgnat , Paulo Gonçalves , Nicolas Tremblay , Nathanaël Willaime-Angonin
Asilomar Conference on Signals, Systems, and Computers, Nov 2015, Monterey (CA), United States
Communication dans un congrès hal-01245926v2
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Échantillonnage de signaux sur graphes via des processus déterminantaux

Nicolas Tremblay , Simon Barthelme , Pierre-Olivier Amblard
GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès hal-01503736v2
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Ultraviolet-induced fluorescence for plant monitoring: present state and prospects

Zoran G. Cerovic , Guy Samson , Fermín Morales , Nicolas Tremblay , Ismaël Moya
Agronomie, 1999, 19 (7), pp.543-578
Article dans une revue hal-00885952v1
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Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs

Matthieu Cordonnier , Nicolas Keriven , Nicolas Tremblay , Samuel Vaiter
2023
Pré-publication, Document de travail hal-04059402v2
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Variance reduction in stochastic methods for large-scale regularised least-squares problems

Yusuf Yigit Pilavci , Pierre-Olivier Amblard , Simon Barthelme , Nicolas Tremblay
EUSIPCO 2022 - 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. ⟨10.23919/EUSIPCO55093.2022.9909520⟩
Communication dans un congrès hal-03378171v1
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Variance Reduction for Inverse Trace Estimation via Random Spanning Forests

Yusuf Yigit Pilavci , Pierre-Olivier Amblard , Simon Barthelme , Nicolas Tremblay
GRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès hal-03691004v4
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Estimating the inverse trace using random forests on graphs

Simon Barthelme , Nicolas Tremblay , Alexandre Gaudilliere , Luca Avena , Pierre-Olivier Amblard
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Communication dans un congrès hal-02319194v1
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Multiscale Anisotropic Texture Analysis and Classification of Photographic Prints: Art scholarship meets image processing algorithms

Patrice Abry , Stéphane Roux , Herwig Wendt , Paul Messier , Andrew Klein , et al.
IEEE Signal Processing Magazine, 2015, 32 (4), pp.18-27. ⟨10.1109/MSP.2015.2402056⟩
Article dans une revue hal-01514632v1
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Random sampling of bandlimited signals on graphs

Gilles Puy , Nicolas Tremblay , Rémi Gribonval , Pierre Vandergheynst
Applied and Computational Harmonic Analysis, 2018, 44 (2), pp.446-475. ⟨10.1016/j.acha.2016.05.005⟩
Article dans une revue hal-01229578v3
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Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Random Graphs

Matthieu Cordonnier , Nicolas Keriven , Nicolas Tremblay , Samuel Vaiter
GSP 2023 - 6th Graph Signal Processing workshop, Jun 2023, Oxford, United Kingdom. pp.1-3
Communication dans un congrès hal-04106511v1
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Ultrasonic slow dynamics to probe concrete aging and damage

Éric Larose , Nicolas Tremblay , Cédric Payan , Vincent Garnier , Vincent Rossetto
39th QNDE, Jul 2012, Denver, United States. pp.1317-1324, ⟨10.1063/1.4789195⟩
Communication dans un congrès hal-01295368v1
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Graph Tikhonov Regularization and Interpolation via Random Spanning Forests

Yusuf Yigit Pilavci , Pierre-Olivier Amblard , Simon Barthelme , Nicolas Tremblay
IEEE Transactions on Signal and Information Processing over Networks, 2021, 7, pp.359-374. ⟨10.1109/TSIPN.2021.3084879⟩
Article dans une revue hal-03012192v2
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What can we Compute With Kirchhoff Forests?

Nicolas Tremblay , Yusuf Yigit Pilavci , Simon Barthelme , Pierre-Olivier Amblard
GSP 2023 - 6th Graph Signal Processing workshop (GSP 2023), Jun 2023, Oxford, United Kingdom
Communication dans un congrès hal-04104124v1

Gaussian process regression in the flat limit

Simon Barthelmé , Pierre-Olivier Amblard , Nicolas Tremblay , Konstantin Usevich
Annals of Statistics, 2023, 51 (6), pp.2471-2505. ⟨10.1214/23-AOS2336⟩
Article dans une revue hal-03869191v1
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Probing slow dynamics of consolidated granular multicomposite materials by diffuse acoustic wave spectroscopy

Nicolas Tremblay , Éric Larose , Vincent Rossetto
Journal of the Acoustical Society of America, 2010, 127 (3), pp.1239
Article dans une revue hal-00459719v1
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Réseaux et signal : des outils de traitement du signal pour l'analyse des réseaux

Nicolas Tremblay
Autre [cond-mat.other]. Ecole normale supérieure de lyon - ENS LYON, 2014. Français. ⟨NNT : 2014ENSL0938⟩
Thèse tel-01078956v1
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GraphSamplingBox

Gilles Puy , Nicolas Tremblay , Rémi Gribonval , Pierre Vandergheynst
Logiciel hal-02960713v1
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Design of graph filters and filterbanks

Nicolas Tremblay , Paulo Gonçalves , Pierre Borgnat
Petar M. Djurić; Cédric Richard. Cooperative and Graph Signal Processing, Academic Press, pp.299-324, 2018, 978-0-12-813677-5. ⟨10.1016/B978-0-12-813677-5.00011-0⟩
Chapitre d'ouvrage hal-01675375v1
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Multi-scale structural community organisation of the human genome

Rasha E. Boulos , Nicolas Tremblay , Alain Arneodo , Pierre Borgnat , Benjamin Audit
BMC Bioinformatics, 2017, 18 (1), pp.209. ⟨10.1186/s12859-017-1616-x⟩
Article dans une revue hal-01507455v1

Determinantal point processes in the flat limit

Simon Barthelme , Nicolas Tremblay , Konstantin Usevich , Pierre-Olivier Amblard
Bernoulli, 2023, 29 (2), pp.957-983. ⟨10.48550/arXiv.2107.07213⟩
Article dans une revue hal-03359889v1
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Convergence of Graph Neural Networks with generic aggregation functions on random graphs

Matthieu Cordonnier , Nicolas Keriven , Nicolas Tremblay , Samuel Vaiter
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.1-4
Communication dans un congrès hal-04373554v1

Asymptotic Equivalence of Fixed-size and Varying-size Determinantal Point Processes

Simon Barthelme , Pierre-Olivier Amblard , Nicolas Tremblay
Bernoulli, 2019, 25 (4B), pp.3555-3589. ⟨10.3150/18-BEJ1102⟩
Article dans une revue hal-02086028v1
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Compressive K-means

Nicolas Keriven , Nicolas Tremblay , Yann Traonmilin , Rémi Gribonval
ICASSP 2017 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States
Communication dans un congrès hal-01386077v4
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Angular Synchronization on Graphs with Monte-Carlo

Hugo Jaquard , Pierre-Olivier Amblard , Simon Barthelme , Nicolas Tremblay
GSP 2023 - 6th Graph Signal Processing workshop (GSP 2023), Jun 2023, Oxford, United Kingdom
Communication dans un congrès hal-04104630v2

Extended L-ensembles: A new representation for determinantal point processes

Nicolas Tremblay , Simon Barthelme , Konstantin Usevich , Pierre-Olivier Amblard
The Annals of Applied Probability, 2023, 33 (1), pp.613-640. ⟨10.1214/22-AAP1824⟩
Article dans une revue hal-03359895v1

Determinantal Point Processes in the Flat Limit: Extended L-ensembles, Partial-Projection DPPs and Universality Classes

Simon Barthelme , Nicolas Tremblay , Konstantin Usevich , Pierre-Olivier Amblard
2020
Pré-publication, Document de travail hal-03012027v1
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A Faster Sampler for Discrete Determinantal Point Processes

Simon Barthelme , Nicolas Tremblay , Pierre-Olivier Amblard
AISTATS 2023 - 26th International Conference on Artificial Intelligence and Statistics, Apr 2023, Valencia, Spain. pp.5582-5592
Communication dans un congrès hal-03835312v2