Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

• 1K. Zoubert-Ousseni.
  Post-processing algorithms for indoor localization, Université Rennes 1, April 2018.
  https://tel.archives-ouvertes.fr/tel-01838480

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, n^o 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, n^o 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

• 14T. T. T. Chau, P. Ailliot, V. Monbet, P. Tandeo.
  An efficient particle-based method for maximum likelihood estimation in nonlinear state-space models, February 2018, https://arxiv.org/abs/1804.07483 - working paper or preprint.
  https://hal.inria.fr/hal-01708631
• 15F. Cérou, B. Delyon, A. Guyader, M. Rousset.
  On the Asymptotic Normality of Adaptive Multilevel Splitting, April 2018, https://arxiv.org/abs/1804.08494 - 38 pages, 5 figures.
  https://hal.archives-ouvertes.fr/hal-01774856
• 16F. Cérou, A. Guyader, M. Rousset.
  Adaptive Multilevel Splitting: Historical Perspective and Recent Results, November 2018, working paper or preprint.
  https://hal.inria.fr/hal-01936611
• 17G. Ferre, M. Rousset, G. Stoltz.
  More on the long time stability of Feynman-Kac semigroups, November 2018, https://arxiv.org/abs/1807.00390 - working paper or preprint.
  https://hal.archives-ouvertes.fr/hal-01911620
• 18C. Herzet, M. Diallo, P. Héas.
  An instance optimality property for approximation problems with multiple approximation subspaces, November 2018, working paper or preprint.
  https://hal.inria.fr/hal-01913339
• 19C. Herzet, C. Dorffer, A. Drémeau.
  Gather and Conquer: Region-based Strategies to Accelerate Safe Screening Tests, November 2018, working paper or preprint.
  https://hal.inria.fr/hal-01913331
• 20P. Héas.
  Adapting Reduced Models in the Cross-Entropy Method, November 2018, https://arxiv.org/abs/1806.01916 - 25 pages.
  https://hal.archives-ouvertes.fr/hal-01939804
• 21T. Lelievre, M. Rousset, G. Stoltz.
  Hybrid Monte Carlo methods for sampling probability measures on submanifolds, July 2018, https://arxiv.org/abs/1807.02356 - working paper or preprint.
  https://hal.archives-ouvertes.fr/hal-01832820
• 22M. Rousset, Y. Xu, P.-A. Zitt.
  Reducing Variance by Reweighting Samples, November 2018, working paper or preprint.
  https://hal.archives-ouvertes.fr/hal-01925646