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Simultaneous Localization and Mapping Problem in Wireless Sensor Networks
Thierry Dumont
,
Sylvain Le Corff
2012
Pré-publication, Document de travail
hal-00735105v1
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Variational latent discrete representation for time series modelling
Max Cohen
,
Maurice Charbit
,
Sylvain Le Corff
2023 IEEE Worshop on Statistical Signal Processing (SSP 2023), IEEE, Jul 2023, Hanoï, Vietnam
Communication dans un congrès
hal-04140156v4
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Learning Natural Language Generation from Scratch
Alice Martin Donati
,
Guillaume Quispe
,
Charles Ollion
,
Sylvain Le Corff
,
Florian Strub
,
et al.
2021
Pré-publication, Document de travail
hal-03348492v1
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End-to-end deep meta modelling to calibrate and optimize energy consumption and comfort
Max Cohen
,
Sylvain Le Corff
,
Maurice Charbit
,
Marius Preda
,
Gilles Nozière
2024
Pré-publication, Document de travail
hal-04389228v1
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A shrinkage-thresholding Metropolis adjusted Langevin algorithm for Bayesian variable selection
Amandine Schreck
,
Gersende Fort
,
Sylvain Le Corff
,
Eric Moulines
2015
Pré-publication, Document de travail
hal-00921130v3
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Non-asymptotic deviation inequalities for smoothed additive functionals in non-linear state-space models.
Cyrille Dubarry
,
Sylvain Le Corff
Bernoulli, 2013, 19 (5B), pp.2222-2249
Article dans une revue
hal-00548092v2
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Stochastic differential equation based on a multimodal potential to model movement data in ecology
Pierre Gloaguen
,
Marie-Pierre Etienne
,
Sylvain Le Corff
Journal of the Royal Statistical Society: Series C Applied Statistics, 2018, 67 (3)
Article dans une revue
hal-01207001v3
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Impact of the Ileal microbiota on surgical site infections in Crohn’s disease: a nationwide prospective cohort
Clément Julien
,
Emré Anakok
,
Xavier Treton
,
Maria Nachury
,
Stéphane Nancey
,
et al.
Article dans une revue
hal-03638385v1
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A pseudo-marginal sequential Monte Carlo online smoothing algorithm
Pierre Gloaguen
,
Sylvain Le Corff
,
Jimmy Olsson
Article dans une revue
hal-02194237v3
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Macrolitter video counting on riverbanks using state space models and moving cameras
Mathis Chagneux
,
Sylvain Le Corff
,
Pierre Gloaguen
,
Charles Ollion
,
Océane Lepâtre
,
et al.
Article dans une revue
hal-04497971v1
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The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction
Alice Martin
,
Charles Ollion
,
Florian Strub
,
Sylvain Le Corff
,
Olivier Pietquin
2020
Pré-publication, Document de travail
hal-02896961v2
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Supplement paper to 'Nonparametric estimation in hidden Markov models
Thierry Dumont
,
Sylvain Le Corff
2012
Pré-publication, Document de travail
hal-00740635v1
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Estimations pour les modèles de Markov cachés et approximations particulaires. Application à la cartographie et à la localisation simultanées.
Sylvain Le Corff
Statistiques [math.ST]. Telecom ParisTech, 2012. Français. ⟨NNT : ⟩
Thèse
tel-00773405v1
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Online Expectation Maximization based algorithms for inference in hidden Markov models
Sylvain Le Corff
,
Gersende Fort
Electronic Journal of Statistics , 2013
Article dans une revue
hal-00615270v3
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Nonparametric regression on hidden phi-mixing variables: identifiability and consistency of a pseudo-likelihood based estimation procedure
Thierry Dumont
,
Sylvain Le Corff
Article dans une revue
hal-00727526v5
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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
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HERMES: Hybrid Error-corrector Model with inclusion of External Signals for nonstationary fashion time series
Etienne David
,
Jean Bellot
,
Sylvain Le Corff
Transactions on Machine Learning Research Journal, 2023
Article dans une revue
hal-03559178v3
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NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform
Achille Thin
,
Yazid Janati
,
Sylvain Le Corff
,
Charles Ollion
,
Arnaud Doucet
,
et al.
Neural Information Processing Systems (NeurIPS), 34, 2021
Proceedings/Recueil des communications
hal-03168489v2
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Variance estimation for Sequential Monte Carlo Algorithms: a backward sampling approach
Yazid Janati El Idrissi
,
Sylvain Le Corff
,
Yohan Petetin
Article dans une revue
hal-03630333v2
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Deconvolution with unknown noise distribution is possible for multivariate signals
Élisabeth Gassiat
,
Sylvain Le Corff
,
Luc Lehéricy
Article dans une revue
hal-02880330v2
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Diffusion bridges vector quantized Variational AutoEncoders
Max Cohen
,
Guillaume Quispe
,
Sylvain Le Corff
,
Charles Ollion
,
Eric Moulines
International Conference on Machine Learning, 39, 2022
Proceedings/Recueil des communications
hal-03559417v2
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End-to-end deep metamodeling to calibrate and optimize energy loads
Max Cohen
,
Maurice Charbit
,
Sylvain Le Corff
,
Marius Preda
,
Gilles Nozière
2024
Pré-publication, Document de travail
hal-04389250v1
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Last layer state space model for representation learning and uncertainty quantification
Max Cohen
,
Maurice Charbit
,
Sylvain Le Corff
IEEE Workshop Statistical Signal Processing, 2023
Article dans une revue
hal-04146454v1
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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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Statistical Inference for Oscillation Processes
Rainer Dahlhaus
,
Thierry Dumont
,
Sylvain Le Corff
,
Jan C. Neddermeyer
Article dans une revue
hal-01095661v3
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Convergence of a Particle-based Approximation of the Block Online Expectation Maximization Algorithm
Sylvain Le Corff
,
Gersende Fort
ACM Transactions on Modeling and Computer Simulation, 2013, 23 (1)
Article dans une revue
hal-00638388v3
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Supplement paper to "Online Expectation Maximization based algorithms for inference in hidden Markov models
Sylvain Le Corff
,
Gersende Fort
2012
Pré-publication, Document de travail
hal-00615615v3
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Learning the distribution of latent variables in paired comparison models with round-robin scheduling
Roland Diel
,
Sylvain Le Corff
,
Matthieu Lerasle
Article dans une revue
hal-01552494v2
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Additive smoothing error in backward variational inference for general state-space models
Mathis Chagneux
,
Élisabeth Gassiat
,
Pierre Gloaguen
,
Sylvain Le Corff
Journal of Machine Learning Research, In press, 25 (28)
Article dans une revue
hal-03683622v2
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Backward importance sampling for online estimation of state space models
Alice Martin
,
Marie-Pierre Etienne
,
Pierre Gloaguen
,
Sylvain Le Corff
,
Jimmy Olsson
Article dans une revue
hal-02476102v2
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