28 citations · 55 across the 24 of their papers we have counts for
3 papers · 1 filter
Spatial Blind Source Separation
François Bachoc, Marc G. Genton, Klaus Nordhausen +2
Recently a blind source separation model was suggested for spatial data together with an estimator based on the simultaneous diagonalisation of two scatter matrices. The asymptotic…
Semi-parametric estimation of the variogram of a Gaussian process with stationary increments
Jean-Marc Azaïs, François Bachoc, Agnès Lagnoux +1
We consider the semi-parametric estimation of a scale parameter of a one-dimensional Gaussian process with known smoothness. We suggest an estimator based on quadratic variations a…
Gaussian Processes indexed on the symmetric group: prediction and learning
François Bachoc, Baptiste Broto, Fabrice Gamboa +1
In the framework of the supervised learning of a real function defined on a space X , the so called Kriging method stands on a real Gaussian field defined on X. The Euclidean case…