Randal Douc

Publications

2.3K

Citations

H-Index

2001

Active since

Affiliations

Laboratoire Traitement et Communication de l’Information(Current)

Centre National de la Recherche Scientifique

Télécom Paris

Institut Polytechnique de Paris

Telecom SudParis

Randal Douc is an author at Laboratoire Traitement et Communication de l’Information specializing in engineering, statistics, and statistical inference.

ORCID

Top concepts

EngineeringStatisticsStatistical InferenceProbabilityData ScienceApproximation TheoryStochastic ProcessesComputer ScienceEstimation TheoryStochastic Models

Publications per year

2001–2019

Publications

Comparison of resampling schemes for particle filtering

Randal Douc, Olivier Cappé · International symposium on image and signal processing and analysis/ISPA ... · 2005 · 791 citations

Adaptive Filter, Machine Vision, Engineering +13

Sequential Monte Carlo smoothing with application to parameter estimation in nonlinear state space models

Jimmy Olsson, Olivier Cappé, Randal Douc et al. · Bernoulli · 2008 · 160 citations · Full text

State Estimation, Em Algorithm, Parameter Identification +10

Subgeometric rates of convergence of f-ergodic strong Markov processes

Randal Douc, Gersende Fort, Arnaud Guillin · Stochastic Processes and their Applications · 2008 · 159 citations

Engineering, Entropy, Integrable Probability +3

Sequential Monte Carlo smoothing for general state space hidden Markov models

Randal Douc, Aurélien Garivier, Éric Moulines et al. · The Annals of Applied Probability · 2011 · 146 citations · Full text

Marginal Smoothing Error, Engineering, Data Science +13

Comparison of Resampling Schemes for Particle Filtering

Randal Douc, Olivier Cappé, Éric Moulines · arXiv (Cornell University) · 2005 · 125 citations · Full text

Adaptive Filter, Machine Vision, Engineering +13

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