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A parallel and automatically tuned algorithm for multispectral image deconvolution

R Ammanouil , André Ferrari , D Mary , C Ferrari , F Loi
Monthly Notices of the Royal Astronomical Society, 2019, 490 (1), pp.37-49. ⟨10.1093/mnras/stz2193⟩
Journal articles hal-03434392v1
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A Design Methodology for the Gaussian KLMS Algorithm

P. Pedrosa , J. Bermudez , Cédric Richard
2017 25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, France. pp.2634-2638, ⟨10.23919/EUSIPCO.2017.8081688⟩
Conference papers hal-03633910v1
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Filtrage LMS sur Graphe Algorithme et Analyse

Roula Nassif , Cédric Richard , Jie Chen , Romain Couillet , Pierre Borgnat
26e Colloque GRETSI sur le Traitement du Signal et des Images, Sep 2017, Juan-les-Pins, France
Conference papers hal-03634465v1
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Learning Wasserstein Embeddings

Nicolas Courty , Rémi Flamary , Mélanie Ducoffe
ICLR 2018 - 6th International Conference on Learning Representations, Apr 2018, Vancouver, Canada. pp.1-13
Conference papers hal-01956306v1
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Apprentissage pour la synthèse visuelle guidée par un flux audio et application dans le champ de l'art contemporain

Cédric Févotte , Jérôme Grivel
2015
Preprints, Working Papers, ... hal-01138715v2
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A statistical mechanics framework for the large-scale structure of turbulent von Kármán flows

Simon Thalabard , Brice Saint-Michel , Éric Herbert , François Daviaud , Bérengère Dubrulle
2014
Preprints, Working Papers, ... hal-01071249v2

Next-Generation Traffic Monitoring with Distributed Acoustic Sensing Arrays and Optimum Array Processing

Martijn P.A. van den Ende , Andre Ferrari , Anthony Sladen , Cédric Richard
2021 55th Asilomar Conference on Signals, Systems, and Computers, Oct 2021, Pacific Grove, France. pp.1104-1108, ⟨10.1109/IEEECONF53345.2021.9723373⟩
Conference papers hal-03634345v1
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System identification under non-negativity constraints

Jie Chen , Cédric Richard , Paul Honeine , Henri Lantéri , Céline Theys
European Signal Processing Conference, Aug 2010, Aalborg, Denmark. pp.1728-1732
Conference papers hal-02111262v1

Taxonomy of asteroid spectra using density-based clustering methods in the Gaia era

Laurent Galluccio , Marco Delbo' , Alberto Cellino , Paolo Tanga , Francesca de Angeli
EPSC-DPS, Sep 2019, Genève, Switzerland
Conference papers hal-02958070v1
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Optimal transport with Laplacian regularization

Rémi Flamary , Nicolas Courty , Alain Rakotomamonjy , Devis Tuia
NIPS 2014, Workshop on Optimal Transport and Machine Learning, Dec 2014, Montréal, Canada
Conference papers hal-01103076v1
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Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport

Rosanna Turrisi , Rémi Flamary , Alain Rakotomamonjy , Massimiliano Pontil
2020
Preprints, Working Papers, ... hal-02877779v1

Fronts in passive scalar turbulence

A. Celani , A. Lanotte , A. Mazzino , M. Vergassola
Physics of Fluids, 2001, 13, pp.1768
Journal articles hal-00134246v1

A Frequency Selective Filter for Short-Length Time Series

Alessandra Iacobucci , A. Noullez
Computational Economics, 2005, 25 (1-2), pp.75-102. ⟨10.1007/s10614-005-6276-7⟩
Journal articles hal-02477702v1

Gaia GraL: Gaia DR2 Gravitational Lens Systems. VII. XMM-Newton Observations of Lensed Quasars

Thomas Connor , Daniel Stern , Alberto Krone-Martins , S. G. Djorgovski , Matthew J. Graham , et al.
2021
Preprints, Working Papers, ... hal-03479063v1
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Wasserstein Discriminant Analysis

Rémi Flamary , Marco Cuturi , Nicolas Courty , Alain Rakotomamonjy
Machine Learning, 2018, 107 (12), pp.1923-1945. ⟨10.1007/s10994-018-5717-1⟩
Journal articles hal-01377528v1

Distribution strategies for very large 3D image deconvolution algorithms

Céline Meillier , Rita Ammanouil , André Ferrari , Pascal Bianchi
Signal Processing: Image Communication, 2018, 67, pp.149-160. ⟨10.1016/j.image.2018.06.012⟩
Journal articles hal-03434420v1
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Active vs passive scalar turbulence

A. Celani , M. Cencini , A. Mazzino , M. Vergassola
Physical Review Letters, 2002, 89 (23), pp.234502. ⟨10.1103/PhysRevLett.89.234502⟩
Journal articles hal-00013149v1
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Decentralized Online Nonparametric Learning

Alec Koppel , Santiago Paternain , Cédric Richard , Alejandro Ribeiro
2018 52nd Asilomar Conference on Signals, Systems, and Computers, Oct 2018, Pacific Grove, France. pp.2139-2143, ⟨10.1109/ACSSC.2018.8645464⟩
Conference papers hal-03634027v1

Kernel Based Online Change Point Detection

Ikram Bouchikhi , André Ferrari , Cédric Richard , Anthony Bourrier , Marc Bernot
2019 27th European Signal Processing Conference (EUSIPCO), Sep 2019, A Coruna, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8902582⟩
Conference papers hal-03435017v1

Adaptation and Learning Over Networks for Nonlinear System Modeling

Simone Scardapane , Jie Chen , Cédric Richard
Adaptive Learning Methods for Nonlinear System Modeling, Elsevier, pp.223-242, 2018, ⟨10.1016/B978-0-12-812976-0.00013-0⟩
Book sections hal-03634444v1

Cooperative and Graph Signal Processing

Petar M. Djuric , Cédric Richard
Books hal-03633955v1

Diffusion LMS over multitask networks with noisy links

Roula Nassif , Cedric Richard , André Ferrari , Jie Chen , Ali Sayed
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2016, Shanghai, France. pp.4583-4587, ⟨10.1109/ICASSP.2016.7472545⟩
Conference papers hal-03435080v1
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A group-lasso active set strategy for multiclass hyperspectral image classification

Devis Tuia , Nicolas Courty , Rémi Flamary
Photogrammetric Computer Vision (PCV), Sep 2014, Zürich, Switzerland. pp.1--9
Conference papers hal-01063450v1
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Optimal spectral transportation with application to music transcription

Rémi Flamary , Cédric Févotte , Nicolas Courty , Valentin Emiya
Advances in Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, Spain
Conference papers hal-01377533v1
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Large Scale Sparse Optimization for Object Detection in High Resolution Images

Aurélie Boisbunon , Rémi Flamary , Alain Rakotomamonjy , Alain Giros , Josiane Zerubia
MLSP - 24th IEEE Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France
Conference papers hal-01066235v1
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Penalty-Based Multitask Distributed Adaptation over Networks with Constraints

Fei Hua , Roula Nassif , Cédric Richard , Haiyan Wang , Jianguo Huang
2017 51st Asilomar Conference on Signals, Systems, and Computers, Oct 2017, Pacific Grove, France. pp.908-912, ⟨10.1109/ACSSC.2017.8335481⟩
Conference papers hal-03633934v1
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Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions

Devis Tuia , Rémi Flamary , Nicolas Courty
ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 105, pp.1--14. ⟨10.1016/j.isprsjprs.2015.01.006⟩
Journal articles hal-01103078v1
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LEARNING CAUSAL NETWORKS TOPOLOGY FROM STREAMING GRAPH SIGNALS

Mircea Moscu , Roula Nassif , Fei Hua , Cédric Richard
2019 27th European Signal Processing Conference (EUSIPCO), Sep 2019, A Coruna, France. pp.1-5, ⟨10.23919/EUSIPCO.2019.8902826⟩
Conference papers hal-03634139v1
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A Graph Diffusion LMS Strategy for Adaptive Graph Signal Processing

Roula Nassif , Cédric Richard , Jie Chen , Ali Sayed
2017 51st Asilomar Conference on Signals, Systems, and Computers, Oct 2017, Pacific Grove, France. pp.1973-1976, ⟨10.1109/ACSSC.2017.8335711⟩
Conference papers hal-03633915v1

Nonlinear Unmixing of Hyperspectral Data With Vector-Valued Kernel Functions

Rita Ammanouil , André Ferrari , Cedric Richard , Sandrine Mathieu
IEEE Transactions on Image Processing, 2017, 26 (1), pp.340-354. ⟨10.1109/TIP.2016.2627815⟩
Journal articles hal-03434448v1