82 citations · 243 across the 24 of their papers we have counts for
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math.ST2013★ 3 cited
Invariances of random fields paths, with applications in Gaussian Process Regression
David Ginsbourger, Olivier Roustant, Nicolas Durrande
We study pathwise invariances of centred random fields that can be controlled through the covariance. A result involving composition operators is obtained in second-order settings,…
math.ST2013★ 2 cited
Gaussian process models for periodicity detection
Nicolas Durrande, James Hensman, Magnus Rattray +1
We consider the problem of detecting and quantifying the periodic component of a function given noise-corrupted observations of a limited number of input/output tuples. Our approac…