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Forgetting of the initial distribution for nonergodic Hidden Markov Chains

Randal Douc , Elisabeth Gassiat-Granier , Benoit Landelle , Éric Moulines
Annals of Applied Probability, 2010, 20 (5), pp.1638 - 1662
Journal articles 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⟩
Journal articles hal-02622458v1
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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⟩
Journal articles hal-01540984v1
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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
Journal articles hal-00121892v2
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Fundamental limits for learning hidden Markov model parameters

Kweku Abraham , Elisabeth Gassiat , Zacharie Naulet
2021
Preprints, Working Papers, ... hal-03301592v1
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Joint self-supervised blind denoising and noise estimation

Jean Ollion , Charles Ollion , Elisabeth Gassiat , Luc Lehéricy , Sylvain Le Corff et al.
2021
Preprints, Working Papers, ... hal-03140686v1

Nonparametric finite translation hidden Markov models and extensions

Elisabeth Gassiat , Judith Rousseau
Bernoulli, 2016, ⟨10.3150/14-BEJ631⟩
Journal articles hal-01432679v1
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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
Journal articles hal-01105424v3
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Non parametric finite translation mixtures with dependent regime

Elisabeth Gassiat , Judith Rousseau
2013
Preprints, Working Papers, ... hal-00786750v1

Joint estimation of intersecting context tree models

Antonio Galves , Aurélien Garivier , Elisabeth Gassiat
Scandinavian Journal of Statistics, 2012, pp.early view
Journal articles hal-00738202v1
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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⟩
Journal articles hal-00665033v2
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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, 2009, 23 (3), pp.377-383
Journal articles inserm-00371763v1
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Deconvolution with unknown noise distribution is possible for multivariate signals

Elisabeth Gassiat , Sylvain Le Corff , Luc Lehéricy
2021
Preprints, Working Papers, ... hal-02880330v2
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Deconvolution of spherical data corrupted with unknown noise.

Jeremie Capitao-Miniconi , Élisabeth Gassiat
2022
Preprints, Working Papers, ... hal-03584579v2
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Semiparametric regression estimation using noisy nonlinear non invertible functions of the observations

Elisabeth Gassiat , Benoit Landelle
2008
Preprints, Working Papers, ... hal-00347371v1
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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
Journal articles hal-02004041v4
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Forgetting of the initial distribution for non-ergodic Hidden Markov Chains

Elisabeth Gassiat , Benoit Landelle , Eric Moulines
2008
Preprints, Working Papers, ... hal-00329515v1

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 et al.
Journal of the Royal Statistical Society: Series C Applied Statistics, 2018, 67 (4), pp.813-839. ⟨10.1111/rssc.12261⟩
Journal articles hal-01707553v1
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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.
2021
Preprints, Working Papers, ... hal-03301596v1

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

Kweku Abraham , Ismael Castillo , Élisabeth Gassiat
Journal of Machine Learning Research, 2022
Journal articles hal-03888310v1
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Pathwise fluctuations of likelihood ratios and consistent order estimation

Elisabeth Gassiat , Ramon van Handel
2011
Preprints, Working Papers, ... 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
Journal articles hal-01183770v3

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

Boucheron Stephane , Elisabeth Gassiat , Mesrob Ohannessian
2014
Preprints, Working Papers, ... hal-00952361v1
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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
Preprints, Working Papers, ... hal-01675617v2
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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.
International Journal of Biostatistics, 2019, 15 (2), ⟨10.1515/ijb-2017-0015⟩
Journal articles hal-02399409v1
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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
Journal articles hal-00671563v2
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Amortized backward variational inference in nonlinear state-space models

Mathis Chagneux , Élisabeth Gassiat , Pierre Gloaguen , Sylvain Le Corff
2022
Preprints, Working Papers, ... hal-03683622v1

Pattern Coding Meets Censoring: (almost) Adaptive Coding on Countable Alphabets

Anna Ben-Hamou , Stephane Boucheron , Elisabeth Gassiat
2016
Preprints, Working Papers, ... hal-01375901v1
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Least squares moment identification of binary regression mixtures models

Benjamin Auder , Elisabeth Gassiat , Mor Absa Loum
2020
Preprints, Working Papers, ... hal-01908709v2
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Efficient semiparametric estimation and model selection for multidimensional mixtures

Elisabeth Gassiat , Judith Rousseau , Elodie Vernet
Electronic Journal of Statistics , 2018, 12 (1), pp.703-740
Journal articles hal-01345919v2