324 citations · 484 across the 31 of their papers we have counts for
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Disintegration of Gaussian Measures for Sequential Assimilation of Linear Operator Data
Cédric Travelletti, David Ginsbourger
Gaussian processes appear as building blocks in various stochastic models and have been found instrumental to account for imprecisely known, latent functions. It is often the case…
Characteristic kernels on Hilbert spaces, Banach spaces, and on sets of measures
Johanna Ziegel, David Ginsbourger, Lutz Dümbgen
We present new classes of positive definite kernels on non-standard spaces that are integrally strictly positive definite or characteristic. In particular, we discuss radial kernel…
Evaluating forecasts for high-impact events using transformed kernel scores
Sam Allen, David Ginsbourger, Johanna Ziegel
It is informative to evaluate a forecaster's ability to predict outcomes that have a large impact on the forecast user. Although weighted scoring rules have become a well-establish…