240 citations
- Max Planck SocietyDE7 papers
- Max Planck Institute for ChemistryDE3 papers
- Universitat de ValènciaES3 papers
- Goethe University FrankfurtDE2 papers
- Leipzig UniversityDE2 papers
- Potsdam Institute for Climate Impact ResearchDE2 papers
- Sorbonne UniversitéFR2 papers
- Blue Marble SpaceUS1 paper
- Blue Marble Space Institute of ScienceUS1 paper
- Boston CollegeUS1 paper
- Brockmann Consult (Germany)DE1 paper
- Carl von Ossietzky Universität OldenburgDE1 paper
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cs.LG2020★ 55 cited
A Perspective on Gaussian Processes for Earth Observation
Gustau Camps-Valls, Dino Sejdinovic, Jakob Runge +1
Earth observation (EO) by airborne and satellite remote sensing and in-situ observations play a fundamental role in monitoring our planet. In the last decade, machine learning and…
cs.LG2012★ 27 cited
Testing whether linear equations are causal: A free probability theory approach
Jakob Zscheischler, Dominik Janzing, Kun Zhang
We propose a method that infers whether linear relations between two high-dimensional variables X and Y are due to a causal influence from X to Y or from Y to X. The earlier propos…