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Structure: Internal structure identifier : 454595
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Some EM-type algorithms for incomplete data model building

Marc Lavielle
2021
Preprints, Working Papers, ... hal-03512130v1
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Variance reduction for Markov chains with application to MCMC

D Belomestny , L Iosipoi , E Moulines , A Naumov , S Samsonov et al.
Statistics and Computing, 2020
Journal articles hal-03033158v1
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Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise

Maxim Kaledin , Eric Moulines , Alexey Naumov , Vladislav Tadic , Hoi-To Wai et al.
COLT 2020 - 33rd Conference on Learning Theory, Jul 2020, Graz / Virtual, Austria
Conference papers hal-03033458v1

On stochastic gradient Langevin dynamics with dependent data streams in the logconcave case

M. Barkhagen , N.H. Chau , É. Moulines , M. Rásonyi , S. Sabanis et al.
Bernoulli, 2021, 27 (1), ⟨10.3150/19-BEJ1187⟩
Journal articles hal-03529653v1
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The promises and pitfalls of Stochastic Gradient Langevin Dynamics

Nicolas Brosse , Alain Durmus , Éric Moulines
NeurIPS 2018 (Advances in Neural Information Processing Systems 2018), Dec 2018, Montreal, France
Conference papers hal-01934291v1
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Diffusion approximations and control variates for MCMC

Nicolas Brosse , Alain Durmus , Sean Meyn , Éric Moulines
2018
Preprints, Working Papers, ... hal-01934316v1
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MatVPC: A User-Friendly MATLAB-Based Tool for the Simulation and Evaluation of Systems Pharmacology Models

Kostas Biliouris , Marc Lavielle , Mirjam Trame
CPT: Pharmacometrics and Systems Pharmacology, 2015, ⟨10.1002/psp4.12011⟩
Journal articles hal-01252020v1

Dealing with missing data in model-based clustering through a MNAR model

Christophe Biernacki , Gilles Celeux , Julie Josse , Fabien Laporte
CMStatistics 2018 - 11th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2018, Pise, Italy
Conference papers hal-01949120v1
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Using hospital data for monitoring the dynamics of COVID 19 in France

Marc Lavielle
Journal of Data Science, Statistics, and Visualisation, 2022
Journal articles hal-03321804v2
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HCB_ Avis sur les risques environnementaux et sanitaires liés à la mise sur le marche de pétunias génétiquement modifiés non-autorisés

. Comité Scientifique Du Haut Conseil Des Biotechnologies , Frédérique Angevin , Claude Bagnis , Avner Bar-Hen , Marie-Anne Barny et al.
[0] Inrae. 2017
Reports hal-02789212v1
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Avis en réponse à la saisine HCB du 12 octobre 2015 concernant l’utilisation de moustiques génétiquement modifiés dans le cadre de la lutte antivectorielle. Paris, le 31 mai 2017

. Comité Scientifique Du Haut Conseil Des Biotechnologies , Frédérique Angevin , Claude Bagnis , Avner Bar-Hen , Marie-Anne Barny et al.
[0] Haut conseil des biotechnologies. 2017
Reports hal-02789521v1
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Commentaires sur le projet de document consensus de l’OCDE sur les considérations environnementales relatives à l’évaluation des risques associé. Paris, le 23 mai 2018

. Comité Scientifique Du Haut Conseil Des Biotechnologies , Frédérique Angevin , Claude Bagnis , Avner Bar-Hen , Marie Anne M. A. Barny et al.
[0] Haut Conseil des Biotechnologies. 2018, 25 p
Reports hal-02917623v1
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Computing bi-tangents for transmission belts

Franz Chouly , Jinan Loubani , Alexei Lozinski , Bochra Méjri , Kamil Merito et al.
2020
Preprints, Working Papers, ... hal-02429962v1
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Avis en réponse à la saisine HCB sur le dossier EFSA-GMO-ES-2018-154. Paris, le 5 avril 2019

. Comité Scientifique Du Haut Conseil Des Biotechnologies , Frédérique Angevin , Claude Bagnis , Avner Bar-Hen , Marie-Anne Barny et al.
[0] Haut Conseil des Biotechnologies. 2019, 14 p
Reports hal-03354427v1
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R-miss-tastic: a unified platform for missing values methods and workflows

Imke Mayer , Julie Josse , Nicholas Tierney , Nathalie Vialaneix
2019
Preprints, Working Papers, ... hal-02879337v1

Asymptotic properties of quasi-maximum likelihood estimators in observation-driven time series models

Randal Douc , Konstantinos Fokianos , Éric Moulines
Electronic Journal of Statistics , 2017, 11 (2), pp.2707 - 2740. ⟨10.1214/17-EJS1299⟩
Journal articles hal-01575698v1
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Pharmacometrics Models with Hidden Markovian Dynamics

Marc Lavielle
Journal of Pharmacokinetics and Pharmacodynamics, 2018, 45 (1), pp.91--105. ⟨10.1007/s10928-017-9541-1⟩
Journal articles hal-01665722v1

Nonasymptotic convergence analysis for the unadjusted Langevin algorithm

Alain Durmus , Éric Moulines
Annals of Applied Probability, 2017, 27 (3), pp.1551 - 1587. ⟨10.1214/16-AAP1238⟩
Journal articles hal-01668245v1
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Impact of the interruption of a large heart failure regional disease management program on hospital admission rate: a population-based study

François Alla , Nelly Agrinier , Marc Lavielle , Patrick Rossignol , Damien Gonthier et al.
European Journal of Heart Failure, In press, 20 (6), pp.1066-1068. ⟨10.1002/ejhf.1193⟩
Journal articles hal-01727632v1

Decentralized Frank–Wolfe Algorithm for Convex and Nonconvex Problems

Hoi-To Wai , Jean Lafond , Anna Scaglione , Éric Moulines
IEEE Transactions on Automatic Control, 2017, 62 (11), pp.5522 - 5537. ⟨10.1109/TAC.2017.2685559⟩
Journal articles hal-01668247v1

Rapid discrimination and quantification analysis of five antineoplastic drugs in aqueous solutions using Raman spectroscopy

Laetitia Minh Mai Lê , Marion Berge , Ali Tfayli , Jiangyan Zhou , Patrice Prognon et al.
European Journal of Pharmaceutical Sciences, 2018, 111, pp.158-166
Journal articles hal-01970012v1
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Incomplete graphical model inference via latent tree aggregation

Geneviève Robin , Christophe Ambroise , Stephane S. Robin
Statistical Modelling, 2019, 19 (5), pp.545-568. ⟨10.1177/1471082X18786289⟩
Journal articles hal-01686841v1

Extension of a SIR model for modelling the propagation of Covid-19 in several countries.

Marc Lavielle , Matthieu Faron , Jeremie Lefevre , Jean-David Zeitoun
2020
Preprints, Working Papers, ... hal-02995305v1
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Main effects and interactions in mixed and incomplete data frames

Geneviève Robin , Olga Klopp , Julie Josse , Éric Moulines , Robert Tibshirani et al.
Journal of the American Statistical Association, 2019, ⟨10.1080/01621459.2019.1623041⟩
Journal articles hal-02423445v1
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Geom-SPIDER-EM: Faster Variance Reduced Stochastic Expectation Maximization for Nonconvex Finite-Sum Optimization

Gersende Fort , Eric Moulines , Hoi-To Wai
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada
Conference papers hal-03021394v2

Doubly robust treatment effect estimation with missing attributes

Imke Mayer , Erik Sverdrup , Tobias Gauss , Jean-Denis Moyer , Stefan Wager et al.
Annals of Applied Statistics, 2020, 14 (3), pp.1409-1431. ⟨10.1214/20-AOAS1356⟩
Journal articles hal-02879332v1
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Debiasing Stochastic Gradient Descent to handle missing values

Aude Sportisse , Claire Boyer , Aymeric Dieuleveut , Julie Josse
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver, Canada
Conference papers hal-02483651v2
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Imputation of mixed data with multilevel singular value decomposition

François Husson , Julie Josse , Balasubramanian Narasimhan , Geneviève Robin
Journal of Computational and Graphical Statistics, 2019, 28 (3), pp.552-566. ⟨10.1080/10618600.2019.1585261⟩
Journal articles hal-01781291v1

Markov chains

Randal Douc , Eric Moulines , Pierre Priouret , Philippe Soulier
Springer, pp.757, 2018, Operation research and financial engineering, Operation research and financial engineering, 978-3-319-97703-4. ⟨10.1007/978-3-319-97704-1⟩
Books hal-02022651v1
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Nonparametric estimation of a shot-noise process

Paul Ilhe , François Roueff , Éric Moulines , Antoine Souloumiac
SSP 16 - Statistical Signal Processing Workshop, IEEE Signal Processing Society, Jun 2016, Palma de Mallorca, Spain. pp.7551709, ⟨10.1109/SSP.2016.7551709⟩
Conference papers hal-01418963v1