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12/20/2022
Strong uniform convergence of Laplacians of random geometric and directed kNN graphs on compact manifolds
Consider n points independently sampled from a density p of class 𝒞^2 on...
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12/20/2022
Nonparametric plug-in classifier for multiclass classification of S.D.E. paths
We study the multiclass classification problem where the features come f...
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06/21/2020
Statistical deconvolution of the free Fokker-Planck equation at fixed time
We are interested in reconstructing the initial condition of a non-linea...
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06/14/2020
Estimation of dense stochastic block models visited by random walks
We are interested in recovering information on a stochastic block model ...
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04/16/2020
Statistical inference for epidemic processes in a homogeneous community (Part IV of the book Stochastic Epidemic Models and Inference)
This document is the Part IV of the book 'Stochastic Epidemic Models wit...
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04/16/2020
Stochastic epidemics in a heterogeneous community (Part III of the book Stochastic Epidemic Models and Inference)
This document is the Part III of the book 'Stochastic Epidemic Models wi...
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10/22/2019
Inference with selection, varying population size and evolving population structure: Application of ABC to a forward-backward coalescent process with interactions
Genetic data are often used to infer history, demographic changes or det...
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10/25/2017