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VIDEO LIBRARY |
International conference "High-dimensional approximation and discretization"
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Regularity spaces and wavelet in a geometric framework. Application to Gaussian processes and statistical estimation G. Kerkyacharian |
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Abstract: We will show how, on a suitable Dirichlet space, one can define regularity spaces, and a wavelet system. This construction works for Riemannian manifolds, under some curvature condition. Then we revisit some classical results on the behavior of Gaussian processes, and non-parametric adaptive statistical estimation. Language: English |