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Consistent order estimation for nonparametric Hidden Markov Models

Luc Lehéricy
2017
Preprints, Working Papers, ... hal-01321039v3
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Nonasymptotic control of the MLE for misspecified nonparametric hidden Markov models

Luc Lehéricy
2018
Preprints, Working Papers, ... hal-01833274v2
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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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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

Pair Matching: When bandits meet stochastic block model

Christophe Giraud , Yann Issartel , Luc Lehéricy , Matthieu Lerasle
2019
Preprints, Working Papers, ... hal-02159938v1
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Consistency of the maximum likelihood estimator in hidden Markov models with trends

Luc Lehéricy , Augustin Touron
2021
Preprints, Working Papers, ... hal-03140231v1
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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