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1

Consistent estimation of the filtering and marginal smoothing distributions in nonparametric hidden Markov models

De Castro, Yohann, Gassiat, Elisabeth, Le Corff, Sylvain

Journal:

IEEE Transactions on Information Theory

Year:

2017

Language:

english

File:

PDF, 390 KB

english, 2017

2

HIV-infected children

Dumont, Thierry, Le Corff, Sylvain

Journal:

Year:

1992

Language:

english

File:

PDF, 353 KB

english, 1992

3

Simultaneous localization and mapping in wireless sensor networks

Dumont, Thierry, Le Corff, Sylvain

Journal:

Signal Processing

Year:

2014

Language:

english

File:

PDF, 1.41 MB

english, 2014

4

[IEEE 2011 IEEE Statistical Signal Processing Workshop (SSP) - Nice, France (2011.06.28-2011.06.30)] 2011 IEEE Statistical Signal Processing Workshop (SSP) - Fast computation of smoothed additive functionals in general state-space models

Dubarry, Cyrille, Le Corff, Sylvain

Year:

2011

Language:

english

File:

PDF, 421 KB

english, 2011

5

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Online EM for indoor simultaneous localization and mapping

Dumont, Thierry, Le Corff, Sylvain

Year:

2013

Language:

english

File:

PDF, 267 KB

english, 2013

6

A Shrinkage-Thresholding Metropolis Adjusted Langevin Algorithm for Bayesian Variable Selection

Schreck, Amandine, Fort, Gersende, Le Corff, Sylvain, Moulines, Eric

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2016

Language:

english

File:

PDF, 3.20 MB

english, 2016

7

Online Expectation Maximization based algorithms for inference in Hidden Markov Models

Le Corff, Sylvain, Fort, Gersende

Journal:

Electronic Journal of Statistics

Year:

2013

Language:

english

File:

PDF, 453 KB

english, 2013

8

Non-asymptotic deviation inequalities for smoothed additive functionals in nonlinear state-space models

Dubarry, Cyrille, Le Corff, Sylvain

Journal:

Year:

2013

Language:

english

File:

PDF, 363 KB

english, 2013

9

Nonparametric regression on hidden $\Phi$-mixing variables: Identifiability and consistency of a pseudo-likelihood based estimation procedure

Dumont, Thierry, Le Corff, Sylvain

Journal:

Year:

2017

Language:

english

File:

PDF, 472 KB

english, 2017

10

Statistical inference for oscillation processes

Dahlhaus, Rainer, Dumont, Thierry, Le Corff, Sylvain, Neddermeyer, Jan C.

Journal:

Year:

2017

Language:

english

File:

PDF, 2.50 MB

english, 2017

11

Stochastic differential equation based on a multimodal potential to model movement data in ecology

Gloaguen, Pierre, Etienne, Marie-Pierre, Corff, Sylvain Le

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Year:

2017

Language:

english

File:

PDF, 936 KB

english, 2017

12

Optimal scaling of the random walk Metropolis algorithm under L p mean differentiability

Durmus, Alain, Le Corff, Sylvain, Moulines, Eric, Roberts, Gareth O.

Journal:

Journal of Applied Probability

Year:

2017

Language:

english

File:

PDF, 332 KB

english, 2017

13

Online sequential Monte Carlo smoother for partially observed diffusion processes

Gloaguen, Pierre, Étienne, Marie-Pierre, Le Corff, Sylvain

Journal:

EURASIP Journal on Advances in Signal Processing

Year:

2018

Language:

english

File:

PDF, 1.08 MB

english, 2018

14

Particle rejuvenation of Rao-Blackwellized sequential Monte Carlo smoothers for conditionally linear and Gaussian models

Nguyen, Ngoc Minh, Corff, Sylvain Le, Moulines, Éric

Journal:

EURASIP Journal on Advances in Signal Processing

Year:

2017

Language:

english

File:

PDF, 904 KB

english, 2017

15

On the two-filter approximations of marginal smoothing distributions in general state-space models

Nguyen, Thi Ngoc Minh, Le Corff, Sylvain, Moulines, Eric

Journal:

Advances in Applied Probability

Year:

2018

Language:

english

File:

PDF, 270 KB

english, 2018

16

[IEEE 2018 IEEE Data Science Workshop (DSW) - Lausanne, Switzerland (2018.6.4-2018.6.6)] 2018 IEEE Data Science Workshop (DSW) - OPTIMIZING THERMAL COMFORT AND ENERGY CONSUMPTION IN A LARGE BUILDING WITHOUT RENOVATION WORK

Le Corff, Sylvain, Champagne, Alain, Charbit, Maurice, Noziere, Gilles, Moulines, Eric

Year:

2018

Language:

english

File:

PDF, 1.28 MB

english, 2018