Search Results for author: Christof Schötz

Found 3 papers, 1 papers with code

Deep learning for bias-correcting CMIP6-class Earth system models

no code implementations16 Dec 2022 Philipp Hess, Stefan Lange, Christof Schötz, Niklas Boers

The accurate representation of precipitation in Earth system models (ESMs) is crucial for reliable projections of the ecological and socioeconomic impacts in response to anthropogenic global warming.

Vocal Bursts Intensity Prediction

Nonparametric Regression in Nonstandard Spaces

1 code implementation24 Dec 2020 Christof Schötz

A nonparametric regression setting is considered with a real-valued covariate and responses from a metric space.

Statistics Theory Statistics Theory 62R20

Strong Laws of Large Numbers for Generalizations of Fréchet Mean Sets

no code implementations23 Dec 2020 Christof Schötz

A Fr\'echet mean of a random variable $Y$ with values in a metric space $(\mathcal Q, d)$ is an element of the metric space that minimizes $q \mapsto \mathbb E[d(Y, q)^2]$.

Probability Statistics Theory Statistics Theory

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