Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
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Bibliography

Publications of the year

Articles in International Peer-Reviewed Journals

[1]
F. Cérou, B. Delyon, A. Guyader, M. Rousset.
On the Asymptotic Normality of Adaptive Multilevel Splitting, in: SIAM/ASA Journal on Uncertainty Quantification, 2019, vol. 7, no 1, pp. 1-30, https://arxiv.org/abs/1804.08494 - 38 pages, 5 figures. [ DOI : 10.1137/18M1187477 ]
https://hal.archives-ouvertes.fr/hal-01774856
[2]
F. Cérou, A. Guyader, M. Rousset.
Adaptive Multilevel Splitting: Historical Perspective and Recent Results, in: Chaos, April 2019, vol. 29, no 4, pp. 1-32. [ DOI : 10.1063/1.5082247 ]
https://hal.inria.fr/hal-01936611
[3]
C. Herzet, M. M. Diallo.
Performance guarantees for a variational "multi-space" decoder, in: Advances in Computational Mathematics, 2019, pp. 1-23, forthcoming.
https://hal.inria.fr/hal-02394378
[4]
C. Herzet, C. Dorffer, A. Drémeau.
Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests, in: IEEE Transactions on Signal Processing, June 2019, vol. 67, no 12, pp. 3300-3315. [ DOI : 10.1109/TSP.2019.2914885 ]
https://hal-ensta-bretagne.archives-ouvertes.fr/hal-02303198
[5]
T. Lelièvre, M. Rousset, G. Stoltz.
Hybrid Monte Carlo methods for sampling probability measures on submanifolds, in: Numerische Mathematik, June 2019, vol. 143, no 2, pp. 379–421, https://arxiv.org/abs/1807.02356. [ DOI : 10.1007/s00211-019-01056-4 ]
https://hal.archives-ouvertes.fr/hal-01832820
[6]
A. Poterie, J.-F. Dupuy, V. Monbet, L. Rouvìère.
Classification tree algorithm for grouped variables, in: Computational Statistics, 2019, pp. 1613–1648, forthcoming. [ DOI : 10.1007/s00180-019-00894-y ]
https://hal.archives-ouvertes.fr/hal-01623570

International Conferences with Proceedings

[7]
S. Ait Tilat, F. Champagnat, C. Herzet.
A new sparsity based particle image reconstruction approach for particle detection, in: ISPIV 2019 - 13th International Symposium on Particle Image Velocimetry, Munich, Germany, July 2019, pp. 1-10.
https://hal.inria.fr/hal-02389648
[8]
S. Ait Tilat, C. Herzet, F. Champagnat.
Détection et localisation en imagerie de particules par approximation de Taylor de dictionnaires continus, in: GRETSI 2019, Lille, France, August 2019, pp. 1-4.
https://hal.archives-ouvertes.fr/hal-02362086
[9]
F. Champagnat, C. Herzet.
Atom selection in continuous dictionaries : reconciling polar and SVD approximations, in: ICASSP 2019 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Brighton, United Kingdom, IEEE, May 2019, pp. 5516-5520. [ DOI : 10.1109/ICASSP.2019.8683402 ]
https://hal.inria.fr/hal-02059703
[10]
A. Cuillery, F. Le Gland.
Track–before-detect on radar image observation with an adaptive auxiliary particle filter, in: FUSION 2019 - 22nd International Conference on Information Fusion, Ottawa, Canada, July 2019.
https://hal.inria.fr/hal-02413324
[11]
C. Dorffer, C. Herzet, A. Drémeau.
Region-based relaxations to accelerate greedy approaches, in: 27th European Signal Processing Conference, EUSIPCO 2019, La Corogne, Spain, September 2019.
https://hal.inria.fr/hal-02059649
[12]
C. Elvira, R. Gribonval, C. Herzet, C. Soussen.
Uniform k-step recovery with CMF dictionaries, in: SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Toulouse, France, July 2019, pp. 1-2.
https://hal.inria.fr/hal-02157561
[13]
C. Elvira, R. Gribonval, C. Soussen, C. Herzet.
OMP and continuous dictionaries: Is k-step recovery possible ?, in: ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, Brighton, United Kingdom, IEEE, May 2019, pp. 1-5. [ DOI : 10.1109/ICASSP.2019.8683617 ]
https://hal.archives-ouvertes.fr/hal-02049486
[14]
S. Ouala, R. Fablet, C. Herzet, B. Chapron, A. Pascual, F. Collard, L. Gaultier.
Learning stochastic representations of geophysical dynamics, in: 44th International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 2019.
https://hal-imt-atlantique.archives-ouvertes.fr/hal-02005403
[15]
S. Ouala, R. Fablet, C. Herzet, L. Drumetz, B. Chapron, A. Pascual, F. Collard, L. Gaultier.
Sea surface dynamics reconstruction using neural networks based kalman filter, in: IGARSS 2019 - International Geoscience and remote Sensing Symposium, Yokohama, Japan, July 2019, pp. 1-5. [ DOI : 10.13140/RG.2.2.11461.09446 ]
https://hal-imt-atlantique.archives-ouvertes.fr/hal-02285697
[16]
S. Ouala, D. Nguyen, L. Drumetz, C. Herzet, A. Pascual, L. Gaultier, F. Collard, B. Chapron, R. Fablet.
Learning ocean dynamical priors from noisy data using assimilation-derived neural nets, in: IGARSS 2019 - International Geoscience and remote Sensing Symposium, Yokohama, Japan, July 2019, pp. 1-3. [ DOI : 10.13140/RG.2.2.35788.05767 ]
https://hal-imt-atlantique.archives-ouvertes.fr/hal-02285693

National Conferences with Proceedings

[17]
C. Elvira, R. Gribonval, C. Soussen, C. Herzet.
Identification de supports en k étapes avec OMP pour les dictionnaires continus, in: GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Lille, France, August 2019, pp. 1-4.
https://hal.inria.fr/hal-02157571

Conferences without Proceedings

[18]
G. Jouan, A. Cuzol, V. Monbet, G. Monnier.
Weather types prediction at medium-range from ensemble forecasts, in: 9th International workshop on Climate Informatics, Paris, France, October 2019.
https://hal.archives-ouvertes.fr/hal-02425230

Other Publications

[19]
P. Ailliot, M. Boutigny, E. Koutroulis, A. Malisovas, V. Monbet.
Stochastic Weather Generator for the Design and Reliability Evaluation of Desalination Systems with Renewable Energy Sources, December 2019, working paper or preprint.
https://hal.archives-ouvertes.fr/hal-02425916
[20]
F. Cérou, A. Guyader, M. Rousset.
On Synchronized Fleming-Viot Particle Systems, November 2019, https://arxiv.org/abs/1911.05366 - 39 pages, 3 figures.
https://hal.archives-ouvertes.fr/hal-02362847
[21]
C. Elvira, R. Gribonval, C. Soussen, C. Herzet.
When does OMP achieve support recovery with continuous dictionaries?, April 2019, working paper or preprint.
https://hal.inria.fr/hal-02099464
[22]
C. Elvira, C. Herzet.
Safe Squeezing for Antisparse Coding, November 2019, working paper or preprint.
https://hal.archives-ouvertes.fr/hal-02368134
[23]
R. Le Goff Latimier, E. Le Bouëdec, V. Monbet.
Modeling of the wind power forecast errors and associated optimal storage strategy, June 2019, working paper or preprint.
https://hal.archives-ouvertes.fr/hal-02151567
[24]
M. Rousset, Y. Xu, P.-A. Zitt.
A Weak Overdamped Limit Theorem for Langevin Processes, March 2019, https://arxiv.org/abs/1709.09866 - working paper or preprint.
https://hal.archives-ouvertes.fr/hal-01596954
[25]
M. Rousset, Y. Xu, P.-A. Zitt.
Reducing Variance by Reweighting Samples, March 2019, working paper or preprint.
https://hal.archives-ouvertes.fr/hal-01925646
[26]
Y. Zhen, P. Tandeo, S. Leroux, J. Le Sommer, P. Ailliot, R. Fablet, B. Chapron, C. Herzet, T. Penduff, J. Verron, S. Metref.
Analog forecasting (AnDA) and large-ensemble ocean simulations to improve satellite-derived gridded products, May 2019, 1 p, OceanPredict '19 - GODAE OceanView Symposium, Poster.
https://hal-imt-atlantique.archives-ouvertes.fr/hal-02156704
[27]
Y. Zhen, P. Tandeo, S. Leroux, J. Le Sommer, S. Metref, P. Ailliot, R. Fablet, B. Chapron, C. Herzet, T. Penduff, J. Verron.
3DA: Data-Driven Data Assimilation Applications to the Lorenz system and simulated sea surface heights, April 2019, 1 p, EGU 2019 : European Geosciences Union, Poster.
https://hal-imt-atlantique.archives-ouvertes.fr/hal-02108347