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Vianney Debavelaere
Vianney Debavelaere
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Year
Learning the clustering of longitudinal shape data sets into a mixture of independent or branching trajectories
V Debavelaere, S Durrleman, S Allassonnière, ...
International Journal of Computer Vision 128 (12), 2794-2809, 2020
232020
Clustering of longitudinal shape data sets using mixture of separate or branching trajectories
V Debavelaere, A Bône, S Durrleman, S Allassonnière, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
122019
On the curved exponential family in the Stochastic Approximation Expectation Maximization Algorithm
V Debavelaere, S Allassonnière
ESAIM: Probability and Statistics 25, 408-432, 2021
112021
On the convergence of stochastic approximations under a subgeometric ergodic Markov dynamic
V Debavelaere, S Durrleman, S Allassonnière
Electronic Journal of Statistics 15 (1), 1583-1609, 2021
112021
A coherent framework for learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data
J Chevallier, V Debavelaere, S Allassonniere
SIAM Journal on Imaging Sciences 14 (1), 349-388, 2021
62021
Statistical modelling of medical data and theoretical analysis of estimation algorithms
V Debavelaere
Institut Polytechnique de Paris, 2021
2021
Modélisation statistique de données médicales et analyse théorique des algorithmes d’estimation
V Debavelaere
Institut polytechnique de Paris, 2021
2021
On the curved exponential family in the Stochatic Approximation Expectation Maximization Algorithm-Supplementary material
V Debavelaere, S Allassonniere
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Articles 1–8