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Fabien Navarro

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Publications

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Kernel Smoothing Conditional Particle Filter With Ancestor Sampling

Salima El Kolei , Fabien Navarro
IEEE Transactions on Signal Processing, 2024, 72, pp.3380-3392. ⟨10.1109/TSP.2024.3411526⟩
Journal articles emse-04669730v1
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Translation-invariant functional clustering on COVID-19 deaths adjusted on population risk factors

Amay S.M. Cheam , Marc Fredette , Matthieu Marbac , Fabien Navarro
Journal of the Royal Statistical Society: Series C Applied Statistics, 2023, 72 (2), pp.387--413. ⟨10.1093/jrsssc/qlad014⟩
Journal articles hal-03952739v1
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Contrast estimation for noisy observations of diffusion processes via closed-form density expansions

Salima El Kolei , Fabien Navarro
Statistical Inference for Stochastic Processes, 2022, 25, ⟨10.1007/s11203-021-09256-2⟩
Journal articles hal-03374467v2
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Large Graph Signal Denoising with Application to Differential Privacy

Elie Chedemail , Basile de Loynes , Fabien Navarro , Baptiste Olivier
IEEE Transactions on Signal and Information Processing over Networks, 2022, 8, ⟨10.1109/TSIPN.2022.3205555⟩
Journal articles hal-03769828v1
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Localized Fourier Analysis for Graph Signal Processing

Basile de Loynes , Fabien Navarro , Baptiste Olivier
Applied and Computational Harmonic Analysis, 2022, 57, ⟨10.1016/j.acha.2021.10.004⟩
Journal articles hal-02159573v3
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Parametric estimation of hidden Markov models by least squares type estimation and deconvolution

Christophe Chesneau , Salima El Kolei , Fabien Navarro
Statistical Papers, 2022, 63 (5), pp.1615-1648. ⟨10.1007/s00362-022-01288-x⟩
Journal articles hal-01598922v6
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Data-driven Thresholding in Denoising with Spectral Graph Wavelet Transform

Basile de Loynes , Fabien Navarro , Baptiste Olivier
Journal of Computational and Applied Mathematics, 2021, 389, ⟨10.1016/j.cam.2020.113319⟩
Journal articles hal-02159571v4
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Finite Sample Improvement of Akaike's Information Criterion

Adrien Saumard , Fabien Navarro
IEEE Transactions on Information Theory, 2021, 67 (10), ⟨10.1109/TIT.2021.3094770⟩
Journal articles hal-03286369v1
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Nonparametric estimation in a regression model with additive and multiplicative noise

Christophe Chesneau , Salima El Kolei , Junke Kou , Fabien Navarro
Journal of Computational and Applied Mathematics, 2020, 380, pp.112971. ⟨10.1016/j.cam.2020.112971⟩
Journal articles hal-02159579v2
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Mixture of hidden Markov models for accelerometer data

Marie Du Roy de Chaumaray , Matthieu Marbac , Fabien Navarro
Annals of Applied Statistics, 2020, 14 (4), pp.1834-1855. ⟨10.1214/20-AOAS1375⟩
Journal articles hal-02159581v3
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On some applicable approximations of Gaussian type integrals

Christophe Chesneau , Fabien Navarro
Journal of Mathematical Modeling, 2019, 7 (2)
Journal articles hal-01888264v1
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A note on the adaptive estimation of the differential entropy by wavelet methods

Christophe Chesneau , Fabien Navarro , Oana Silvia Serea
Commentationes Mathematicae Universitatis Carolinae, 2017, 58 (1), ⟨10.14712/1213-7243.2015.191⟩
Journal articles hal-01141420v3
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Slope heuristics and V-Fold model selection in heteroscedastic regression using strongly localized bases

Fabien Navarro , Adrien Saumard
ESAIM: Probability and Statistics, 2017, 21, ⟨10.1051/ps/2017005⟩
Journal articles hal-00528539v5
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Linear wavelet estimation of the derivatives of a regression function based on biased data

Yogendra P. Chaubey , Christophe Chesneau , Fabien Navarro
Communications in Statistics - Theory and Methods, 2017, 46 (19), ⟨10.1080/03610926.2016.1213287⟩
Journal articles hal-01075544v1
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On the pointwise mean squared error of a multidimensional term-by-term thresholding wavelet estimator

Christophe Chesneau , Fabien Navarro
Communications in Statistics - Theory and Methods, 2017, 46 (11), ⟨10.1080/03610926.2015.1107587⟩
Journal articles hal-01188362v3
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A note on the adaptive estimation of a bi-dimensional density in the case of knowledge of the copula density

Ingo Bulla , Christophe Chesneau , Fabien Navarro , Tanya Mark
Statistics and Probability Letters, 2015, 105, ⟨10.1016/j.spl.2015.02.024⟩
Journal articles hal-00979729v2
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Estimation of convolution in the model with noise

Christophe Chesneau , Fabienne Comte , Gwennaelle Mabon , Fabien Navarro
Journal of Nonparametric Statistics, 2015, 27 (3), pp.286-315
Journal articles hal-01003005v1
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Average Derivative Estimation from Biased Data

Christophe Chesneau , Maher Kachour , Fabien Navarro
ISRN Probability and Statistics, 2014, 2014, pp.864530. ⟨10.1155/2014/864530⟩
Journal articles hal-01532972v1
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On the estimation of density-weighted average derivative by wavelet methods under various dependence structures

Christophe Chesneau , Maher Kachour , Fabien Navarro
Journal articles hal-00668544v3
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On a Plug-In Wavelet Estimator for Convolutions of Densities

Christophe Chesneau , Fabien Navarro
Journal of Statistical Theory and Practice, 2014, 8 (4), ⟨10.1080/15598608.2013.824824⟩
Journal articles hal-00625912v2
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On adaptive wavelet estimation of a class of weighted densities

Fabien Navarro , Christophe Chesneau , Jalal M. Fadili
Communications in Statistics - Simulation and Computation, 2014, 12 p. ⟨10.1080/03610918.2013.851216⟩
Journal articles hal-00714507v4
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A note on the adaptive estimation of a quadratic functional from dependent observations

Christophe Chesneau , Maher Kachour , Fabien Navarro
Istatistik. Journal of the Turkish Statistical Association, 2013, 6 (1), pp.10--26
Journal articles hal-00707015v2
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Block thresholding for wavelet-based estimation of function derivatives from a heteroscedastic multichannel convolution model

Fabien Navarro , Christophe Chesneau , Jalal M. Fadili , Taoufik Sassi
Electronic Journal of Statistics , 2013, 7, pp.428-453. ⟨10.1214/13-EJS776⟩
Journal articles hal-00661544v3
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Fast nonparametric estimation for convolutions of densities

Christophe Chesneau , Fabienne Comte , Fabien Navarro
Canadian Journal of Statistics, 2013, 41 (4), pp.617-636. ⟨10.1002/cjs.11191⟩
Journal articles hal-00798766v2
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Filtrage adaptatif de signaux définis sur des graphes de grande taille

Elie Chedemail , Basile de Loynes , Fabien Navarro , Baptiste Olivier
52èmes Journées de Statistique de la SFdS, Jun 2021, Nice, France
Conference papers hal-03219085v1
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Mixture of Hidden Markov Models for Pattern-Recognition of Accelerometer data

Jonathan Y. Bernard , Marie Du Roy de Chaumaray , Matthieu Marbac , Fabien Navarro
51 èmes Journées de Statistique de la SFdS, Jun 2019, Nancy, France
Conference papers hal-03219116v1
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Linear wavelet estimation in regression with additive and multiplicative noise

Christophe Chesneau , Junke Kou , Fabien Navarro
Conference of the International Society for Non-Parametric Statistics, Jun 2018, Salerno, Italy. ⟨10.1007/978-3-030-57306-5_13⟩
Conference papers hal-01877543v2

Wavelet estimation with additive and multiplicative noise

Christophe Chesneau , Junke Kou , Fabien Navarro
5th Institute of Mathematical Statistics Asia Pacific Rim Meeting, Jun 2018, Singapore, Singapore
Conference papers hal-03592314v1

A principled over-penalization of AIC

Adrien Saumard , Fabien Navarro
31st European Meeting of Statisticians, Jul 2017, Helsinki, Finland
Conference papers hal-03592237v1
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Une sur-pénalisation théoriquement fondée du critère AIC

Adrien Saumard , Fabien Navarro
49èmes Journées de Statistique de la SFdS, May 2017, Avignon, France
Conference papers hal-01532779v1
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Efficiency of the V-fold model selection for localized bases

Fabien Navarro , Adrien Saumard
Conference of the International Society for Non-Parametric Statistics, Jun 2016, Avignon, France. ⟨10.1007/978-3-319-96941-1_4⟩
Conference papers hal-01505514v2
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Sélection optimale de modèles à base localisée en régression hétéroscédastique

Fabien Navarro , Adrien Saumard
48èmes Journées de Statistique de la SFdS, May 2016, Montpellier, France
Conference papers hal-01383777v1
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Adaptive parameter selection for block wavelet-thresholding deconvolution

Fabien Navarro , Jalal M. Fadili , Christophe Chesneau
IFAC International Workshop on Adaptation and Learning in Control and signal Processing (ALCOSP), Jul 2013, Caen, France. pp.495-499, ⟨10.3182/20130703-3-FR-4038.00148⟩
Conference papers hal-00926910v1
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Estimateurs adaptatifs avec parcimonie structurée

Fabien Navarro
Mathématiques [math]. Université de Caen, 2013. Français. ⟨NNT : ⟩
Theses tel-01081655v2