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Forgetting of the initial distribution for non-ergodic Hidden Markov Chains

 Elisabeth Gassiat , Benoit Landelle , Eric Moulines
2008
Pré-publication, Document de travail hal-00329515v1
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Disentangling identifiable features from noisy data with structured nonlinear ICA

 Hermanni Hälvä , Sylvain Le Corff , Luc Lehéricy , Jonathan So , Yongjie Zhu , et al.
Advances in Neural Information Processing Systems (NeurIPS), 34, 2021
Proceedings/Recueil des communications hal-03301596v1

Improving heritability estimation by a variable selection approach in sparse high dimensional linear mixed models

 Anna Bonnet , Céline Lévy-Leduc , Elisabeth Gassiat , Roberto Toro , Thomas Bourgeron
Journal of the Royal Statistical Society: Series C Applied Statistics, 2018, 67 (4), pp.813-839. ⟨10.1111/rssc.12261⟩
Article dans une revue hal-01707553v1
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Identifiability and consistent estimation of nonparametric translation hidden Markov models with general state space

 Elisabeth Gassiat , Sylvain Le Corff , Luc Lehéricy
Journal of Machine Learning Research, 2020, 21 (115), pp.1-40
Article dans une revue hal-02004041v4
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Non parametric finite translation mixtures with dependent regime

 Elisabeth Gassiat , Judith Rousseau
2013
Pré-publication, Document de travail hal-00786750v1

Joint estimation of intersecting context tree models

 Antonio Galves , Aurélien Garivier , Elisabeth Gassiat
Scandinavian Journal of Statistics, 2012, pp.early view
Article dans une revue hal-00738202v1
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Minimax adaptive estimation of nonparametric hidden Markov models

 Yohann de Castro , Élisabeth Gassiat , Claire Lacour
Journal of Machine Learning Research, 2016
Article dans une revue hal-01105424v3
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About adaptive coding on countable alphabets

 Dominique Bontemps , Stéphane Boucheron , Elisabeth Gassiat
IEEE Transactions on Information Theory, 2014, 60 (2), pp.808-821. ⟨10.1109/TIT.2013.2288914⟩
Article dans une revue hal-00665033v2
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Joint self-supervised blind denoising and noise estimation

 Jean Ollion , Charles Ollion , Elisabeth Gassiat , Luc Lehéricy , Sylvain Le Corff
2021
Pré-publication, Document de travail hal-03140686v1

Nonparametric finite translation hidden Markov models and extensions

 Elisabeth Gassiat , Judith Rousseau
Bernoulli, 2016, ⟨10.3150/14-BEJ631⟩
Article dans une revue hal-01432679v1
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Fundamental limits for learning hidden Markov model parameters

 Kweku Abraham , Elisabeth Gassiat , Zacharie Naulet
2021
Pré-publication, Document de travail hal-03301592v1
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Coding on countably infinite alphabets

 Stéphane Boucheron , Aurélien Garivier , Elisabeth Gassiat
IEEE Transactions on Information Theory, 2009, 55 (1), pp.358-373
Article dans une revue hal-00121892v2
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Semiparametric regression estimation using noisy nonlinear non invertible functions of the observations

 Elisabeth Gassiat , Benoit Landelle
2008
Pré-publication, Document de travail hal-00347371v1
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Transmission probabilities of HIV and herpes simplex virus type 2, effect of male circumcision and interaction: a longitudinal study in a township of South Africa.

 Séverin-Guy Mahiane , Camille Legeai , Dirk Taljaard , Aurélien Latouche , Adrian Puren , et al.
AIDS. Official journal of the international AIDS Society, 2009, 23 (3), pp.377-383
Article dans une revue inserm-00371763v1
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Deconvolution of spherical data corrupted with unknown noise.

 Jérémie Capitao-Miniconi , Élisabeth Gassiat
Electronic Journal of Statistics , 2023, 17 (1), ⟨10.1214/23-EJS2106⟩
Article dans une revue hal-03584579v2
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Deconvolution with unknown noise distribution is possible for multivariate signals

 Élisabeth Gassiat , Sylvain Le Corff , Luc Lehéricy
Annals of Statistics, 2022, 50 (1), ⟨10.1214/21-AOS2106⟩
Article dans une revue hal-02880330v2
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Support and distribution inference from noisy data

 Jeremie Capitao-Miniconi , Élisabeth Gassiat , Luc Lehéricy
2023
Pré-publication, Document de travail hal-04073724v1
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Heritability estimation in high dimensional sparse linear mixed models

 Anna Bonnet , Elisabeth Gassiat , Céline Levy Leduc
Electronic Journal of Statistics , 2015, 9 (2), pp.2099-2129. ⟨10.1214/15-EJS1069⟩
Article dans une revue hal-01540984v1

Forgetting of the initial distribution for nonergodic Hidden Markov Chains

 Randal Douc , Elisabeth Gassiat-Granier , Benoit Landelle , Éric Moulines
The Annals of Applied Probability, 2010, 20 (5), pp.1638 - 1662
Article dans une revue hal-01354770v1
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Adaptive estimation of high-dimensional signal-to-noise ratios

 Nicolas Verzelen , Elisabeth Gassiat
Bernoulli, 2018, 24 (4B), pp.3683-3710. ⟨10.3150/17-BEJ975⟩
Article dans une revue hal-02622458v1
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Déconvolution aveugle

 Élisabeth Gassiat
Mathématiques [math]. Université Paris-Sud, 1988. Français. ⟨NNT : ⟩
Thèse tel-04163038v1

About Adaptive Coding on Countable Alphabets: Max-Stable Envelope Classes

 Boucheron Stephane , Elisabeth Gassiat , Mesrob Ohannessian
2014
Pré-publication, Document de travail hal-00952361v1
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On the asymptotic behaviour of the posterior distribution in hidden Markov Models with unknown number of states

 Elisabeth Gassiat , Judith Rousseau
Bernoulli, 2014, pp.20 (4), 2014, 2039-2075
Article dans une revue hal-00671563v2
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Multinomial Logistic Model for Coinfection Diagnosis Between Arbovirus and Malaria in Kedougou

 Mor Absa Loum , Marie-Anne Poursat , Abdourahmane Sow , Amadou Alpha Sall , Cheikh Loucoubar , et al.
The international journal of biostatistics, 2019, 15 (2), ⟨10.1515/ijb-2017-0015⟩
Article dans une revue hal-02399409v1
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Multinomial logistic model for coinfection diagnosis between arbovirus and malaria in Kedougou

 Mor Absa Loum , Marie-Anne Poursat , Abdourahmane Sow , Amadou Alpha Sall , Cheikh Loucoubar , et al.
2019
Pré-publication, Document de travail hal-01675617v2
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Pathwise fluctuations of likelihood ratios and consistent order estimation

 Elisabeth Gassiat , Ramon van Handel
2011
Pré-publication, Document de travail hal-00453469v2
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Consistent estimation of the filtering and marginal smoothing distributions in nonparametric hidden Markov models

 Yohann de Castro , Elisabeth Gassiat , Sylvain Le Corff
IEEE Transactions on Information Theory, 2017, 63 (8), pp.4758 -- 47777
Article dans une revue hal-01183770v3

Multiple Testing in Nonparametric Hidden Markov Models: An Empirical Bayes Approach

 Kweku Abraham , Ismael Castillo , Élisabeth Gassiat
Journal of Machine Learning Research, 2022
Article dans une revue hal-03888310v1
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Variational excess risk bound for general state space models

 Élisabeth Gassiat , Sylvain Le Corff
2023
Pré-publication, Document de travail hal-04344697v1

The van Trees inequality in the spirit of Hajek and Le Cam

 Élisabeth Gassiat , Gilles Stoltz
2024
Pré-publication, Document de travail hal-04452222v1
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