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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

  • 2C. Herzet, A. Drémeau, P. Héas.

    Model Reduction from Partial Observations, in: International Journal for Numerical Methods in Engineering, January 2018, vol. 113, no 3, pp. 479-511. [ DOI : 10.1002/nme.5623 ]

    https://hal.archives-ouvertes.fr/hal-01394059
  • 3P. Héas, C. Herzet.

    Reduced Modeling of Unknown Trajectories, in: Archives of Computational Methods in Engineering, January 2018, vol. 25, no 1, pp. 87-101, https://arxiv.org/abs/1702.08846. [ DOI : 10.1007/s11831-017-9229-0 ]

    https://hal.archives-ouvertes.fr/hal-01490572
  • 4S. Ouala, R. Fablet, C. Herzet, B. Chapron, A. Pascual, F. Collard, L. Gaultier.

    Neural-Network-based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-derived Sea Surface Temperature, in: Remote Sensing, November 2018.

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-01896654
  • 5S. Sen, A. Crinière, L. Mevel, F. Cérou, J. Dumoulin.

    Seismic-induced damage detection through parallel force and parameter estimation using an improved interacting Particle-Kalman filter, in: Mechanical Systems and Signal Processing, September 2018, vol. 110, pp. 231 - 247. [ DOI : 10.1016/j.ymssp.2018.03.016 ]

    https://hal.inria.fr/hal-01806896

International Conferences with Proceedings

  • 6R. Fablet, S. Ouala, C. Herzet.

    Bilinear residual Neural Network for the identification and forecasting of dynamical systems, in: EUSIPCO 2018, European Signal Processing Conference, Rome, Italy, September 2018, https://arxiv.org/abs/1712.07003.

    https://hal.archives-ouvertes.fr/hal-01686766
  • 7C. Herzet, A. Drémeau.

    Joint Screening Tests for LASSO, in: ICASSP 2018 - IEEE International Conference on Acoustic, Speech and Signal Processing, Calgary, Canada, IEEE, April 2018, pp. 4084-4088. [ DOI : 10.1109/ICASSP.2018.8462530 ]

    https://hal.inria.fr/hal-01739477
  • 8S. Sen, A. Crinière, L. Mevel, F. Cérou, J. Dumoulin.

    Correntropy based IPKF filter for parameter estimation in presence of non-stationary noise process, in: SAFEPROCESS 2018 - 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, Varsovie, Poland, August 2018.

    https://hal.inria.fr/hal-01887557

Conferences without Proceedings

  • 9C. Dorffer, A. Drémeau, C. Herzet.

    Efficient atom selection strategy for iterative sparse approximations, in: iTWIST 2018 - International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Marseille, France, November 2018, pp. 1-3.

    https://hal.inria.fr/hal-01937501
  • 10C. Elvira, R. Gribonval, C. Herzet, C. Soussen.

    A case of exact recovery with OMP using continuous dictionaries, in: CS 2018 - 9th International Conference on Curves and Surfaces, Arcachon, France, June 2018.

    https://hal.inria.fr/hal-01937532
  • 11C. Herzet, M. Diallo, P. Héas.

    Beyond Petrov-Galerkin projection by using “multi-space” priors, in: MoRePas 2018 - Model Reduction for Parametrized Systems IV, Nantes, France, April 2018.

    https://hal.inria.fr/hal-01937876
  • 12S. Ouala, C. Herzet, R. Fablet.

    Réseaux de neurones artificiels pour la prédiction et la reconstruction de dynamiques océanographiques, in: CFPT 2018 - Conférence Française de Photogrammétrie et de Télédétection, Marne-la-Vallée, France, June 2018.

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-01883211
  • 13S. Ouala, C. Herzet, R. Fablet.

    Sea surface temperature prediction and reconstruction using patch-level neural network representations, in: IGARSS 2018 - International Geoscience and Remote Sensing Symposium, Valence, Spain, July 2018, pp. 1-4, https://arxiv.org/abs/1806.00144.

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-01883209

Other Publications



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