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most citedA regression-based Monte Carlo method to solve backward stochastic differential equations

425 citations

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stat.CO2008★ 18 cited

Stochastic Algorithm For Parameter Estimation For Dense Deformable Template Mixture Model

Stéphanie Allassonnière, Estelle Kuhn

Estimating probabilistic deformable template models is a new approach in the fields of computer vision and probabilistic atlases in computational anatomy. A first coherent statisti…

stat.CO2007

Construction of Bayesian Deformable Models via Stochastic Approximation Algorithm: A Convergence Study

Stéphanie Allassonnière, Estelle Kuhn, Alain Trouvé

The problem of the definition and the estimation of generative models based on deformable templates from raw data is of particular importance for modelling non aligned data affecte…