Jakob Zscheischler

Orcid: 0000-0001-6045-1629

According to our database1, Jakob Zscheischler authored at least 10 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Causal machine learning for sustainable agroecosystems.
CoRR, 2024

Validating Deep-Learning Weather Forecast Models on Recent High-Impact Extreme Events.
CoRR, 2024

2016
Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks.
J. Mach. Learn. Res., 2016

2015
Ranking drivers of global carbon and energy fluxes over land.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2013
Detection and attribution of large spatiotemporal extreme events in Earth observation data.
Ecol. Informatics, 2013

A Guided Hybrid Genetic Algorithm for Feature Selection with Expensive Cost Functions.
Proceedings of the International Conference on Computational Science, 2013

2012
Climate Classifications: the Value of Unsupervised Clustering.
Proceedings of the International Conference on Computational Science, 2012

Information-geometric approach to inferring causal directions.
Artif. Intell., 2012

2011
Testing whether linear equations are causal: A free probability theory approach.
Proceedings of the UAI 2011, 2011

2010
Inferring deterministic causal relations.
Proceedings of the UAI 2010, 2010


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