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Structure: Internal structure identifier : 1096400
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Fluctuations of Rare Event Simulation with Monte Carlo Splitting in the Small Noise Asymptotics

Frédéric Cérou , Sofiane Martel , Mathias Rousset
2022
Preprints, Working Papers, ... hal-03889692v1
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Finite-Volume approximation of the invariant measure of a viscous stochastic scalar conservation law

Sébastien Boyaval , Sofiane Martel , Julien Reygner
IMA Journal of Numerical Analysis, 2022, 42 (3), pp.2710-2770. ⟨10.1093/imanum/drab049⟩
Journal articles hal-02291253v3
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Un solveur efficace pour la résolution de problèmes parcimonieux avec pénalité L0

Theo Guyard
ROADEF 2023 - 24ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, ROADEF, Feb 2023, Rennes, France. pp.1-6
Conference papers hal-03960204v1

Narrowing uncertainties in climate projections using data science tools

Pierre Tandeo , Pierre Ailliot , Christophe Bello , Bertrand Chapron , Trang Chau et al.
3rd joint RIKEN & IMT-Atlantique workshop on Statistical Modeling and Machine Learning in Meteorology and Oceanography, Apr 2021, Brest, France
Conference papers hal-03279029v1

Time-change models for asymmetric processes

Pierre Ailliot , Bernard Delyon , Valérie Monbet , Marc Prevosto
Scandinavian Journal of Statistics, 2019, 46 (4), pp.1072-1097. ⟨10.1111/sjos.12382⟩
Journal articles hal-02065502v1
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Learning ocean dynamical priors from noisy data using assimilation-derived neural nets

Said Ouala , Duong Nguyen , Cédric Herzet , Lucas Drumetz , Bertrand Chapron et al.
IGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-3, ⟨10.1109/IGARSS.2019.8900345⟩
Conference papers hal-02285693v1
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Gradient-Informed Neural Network Statistical Robustness Estimation

Karim Tit , Teddy Furon , Mathias Rousset
AISTATS 2023 - 26th International Conference on Artificial Intelligence and Statistics, Apr 2023, Valencia, Spain
Conference papers hal-03987284v1
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Em algorithm for generalized ridge regression with spatial covariates

Valérie Monbet , Said Obakrim , Nicolas Raillard , Pierre Ailliot
2022
Preprints, Working Papers, ... hal-03825411v1

Prédiction des niveaux de risque pollinique à partir de données historiques multi-sources

Esso-Ridah Bleza , Valérie Monbet , Pierre-François Marteau
EGC 2022 - Extraction et Gestion des Connaissances, Jan 2022, Blois, France
Conference papers hal-03614274v1
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An algorithm for non-parametric estimation in state–space models

Thi Tuyet Trang Chau , Pierre Ailliot , Valérie Monbet
Computational Statistics and Data Analysis, 2021, 153, pp.107062. ⟨10.1016/j.csda.2020.107062⟩
Journal articles hal-02975833v1
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Analog Data Assimilation for the Selection of Suitable General Circulation Models

Juan Ruiz , Pierre Ailliot , Thi Tuyet Trang Chau , Pierre Le Bras , Valérie Monbet et al.
2022
Preprints, Working Papers, ... hal-03685531v1
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Uniform k-step recovery with CMF dictionaries

Clément Elvira , Rémi Gribonval , Cédric Herzet , Charles Soussen
SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France. pp.1-2
Conference papers hal-02157561v1
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Deep learning for statistical downscaling of sea states

Marceau Michel , Said Obakrim , Nicolas Raillard , Pierre Ailliot , Valérie Monbet et al.
Advances in Statistical Climatology, Meteorology and Oceanography, 2022, 8, pp.83 - 95. ⟨10.5194/ascmo-8-83-2022⟩
Journal articles hal-03825410v1
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Learning stochastic representations of geophysical dynamics

Said Ouala , Ronan Fablet , Cédric Herzet , Bertrand Chapron , Ananda Pascual et al.
ICASSP 2019 : 44th International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682929⟩
Conference papers hal-02005403v1

Node-Screening Tests For The L0-Penalized Least-Squares Problem

Theo Guyard , Cédric Herzet , Clément Elvira
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2022, Singapore, Singapore. pp.5448-5452, ⟨10.1109/ICASSP43922.2022.9747563⟩
Conference papers hal-03688011v1
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Selection of dynamical model using analog data assimilation

Juan Ruiz , Pierre Ailliot , Thi Tuyet Trang Chau , Valérie Monbet , Pierre Tandeo et al.
Climate Informatics 2020, Sep 2020, Oxford, United Kingdom
Conference papers hal-02927329v1
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LEARNING THE SPATIO-TEMPORAL RELATIONSHIP BETWEEN WIND AND SIGNIFICANT WAVE HEIGHT USING DEEP LEARNING

Valérie Monbet , Said Obakrim , Pierre Ailliot , Nicolas Raillard
2022
Preprints, Working Papers, ... hal-03825412v1
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Region-free Safe Screening Tests for l1-penalized Convex Problems

Cédric Herzet , Clément Elvira , Hong-Phuong Dang
Eusipco 2022 - 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. pp.1-5
Conference papers hal-03806099v1
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Comparison of simulation-based algorithms for parameter estimation and state reconstruction in nonlinear state-space models

Thi Tuyet Trang Chau , Pierre Ailliot , Valérie Monbet , Pierre Tandeo
Discrete and Continuous Dynamical Systems - Series S, 2022, pp.1-24. ⟨10.3934/dcdss.2022054⟩
Journal articles hal-03616079v1

Site selection and system sizing of desalination plants powered with renewable energy sources based on a web-GIS platform

Eftichios Koutroulis , George Petrakis , Vicky Agou , Athanassios Malisovas , Dionissios Hristopulos et al.
International Journal of Energy Sector Management, 2022, 16 (3), pp.469-492. ⟨10.1108/IJESM-04-2021-0018⟩
Journal articles hal-03378232v1
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Pollen risk levels prediction from multi-source historical data

Valérie Monbet , Pierre-François Marteau , Esso-Ridah Bleza
Data and Knowledge Engineering, 2023, 144, pp.article n°102146. ⟨10.1016/j.datak.2023.102146⟩
Journal articles hal-04051618v1
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Atom selection in continuous dictionaries : reconciling polar and SVD approximations

Frédéric Champagnat , Cédric Herzet
ICASSP 2019 - IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. pp.5516-5520, ⟨10.1109/ICASSP.2019.8683402⟩
Conference papers hal-02059703v1

Statistical modeling of the space-time relation between wind and significant wave height

Said Obakrim , Pierre Ailliot , Valérie Monbet , Nicolas Raillard
2022
Preprints, Working Papers, ... hal-03825413v1
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Poursuite multi-cibles sur signal brut

Audrey Cuillery
Traitement du signal et de l'image [eess.SP]. Université Rennes 1, 2022. Français. ⟨NNT : 2022REN1S027⟩
Theses tel-03850485v2
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Sequential sensor selection for the localization of acoustic sources by sparse Bayesian learning

Milan Courcoux-Caro , Charles Vanwynsberghe , Cédric Herzet , Alexandre Baussard
Journal of the Acoustical Society of America, 2022, 152 (3), pp.1695-1708. ⟨10.1121/10.0014001⟩
Journal articles hal-03780626v1

Bilinear residual Neural Network for the identification and forecasting of dynamical systems

Ronan Fablet , Said Ouala , Cédric Herzet
EUSIPCO 2018 : European Signal Processing Conference, Sep 2018, Rome, Italy. pp.1-5, ⟨10.23919/EUSIPCO.2018.8553492⟩
Conference papers hal-01686766v1

Uncertainty of Atmospheric Motion Vectors by Sampling Tempered Posterior Distributions

Patrick Héas , Frédéric Cérou , Mathias Rousset
2022
Preprints, Working Papers, ... hal-03777922v1
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A central limit theorem for Fleming–Viot particle systems

Frédéric Cérou , Bernard Delyon , Arnaud Guyader , Mathias Rousset
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, 2020, 56 (1), pp.637-666. ⟨10.1214/19-AIHP976⟩
Journal articles hal-02484209v1
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Safe rules for the identification of zeros in the solution of the SLOPE problem

Clément Elvira , Cédric Herzet
SIAM Journal on Mathematics of Data Science, 2023, 5 (1), pp.147-173. ⟨10.1137/21M1457631⟩
Journal articles hal-03400322v2
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A response to “Fast OSCAR and OWL Regression via Safe Screening Rules” by Bao et al.

Clément Elvira , Cédric Herzet
CentraleSupelec; Inria Rennes – Bretagne Atlantique. 2021
Reports hal-03875689v1