Jakob Zscheischler

According to our database, Jakob Zscheischler authored at least 8 papers between 2010 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks.

Joris M. Mooij, Jonas Peters, Dominik Janzing, Jakob Zscheischler, Bernhard Schölkopf

J. Mach. Learn. Res., 2016

2015

Ranking drivers of global carbon and energy fluxes over land.

Gustau Camps-Valls, Martin Jung, Kazuhito Ichii, Dario Papale, Gianluca Tramontana, Paul Bodesheim, Christopher R. Schwalm, Jakob Zscheischler, Miguel D. Mahecha, Markus Reichstein

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.

Jakob Zscheischler, Miguel D. Mahecha, Stefan Harmeling, Markus Reichstein

Ecol. Informatics, 2013

A Guided Hybrid Genetic Algorithm for Feature Selection with Expensive Cost Functions.

Martin Jung, Jakob Zscheischler

Proceedings of the International Conference on Computational Science, 2013

2012

Climate Classifications: the Value of Unsupervised Clustering.

Jakob Zscheischler, Miguel D. Mahecha, Stefan Harmeling

Proceedings of the International Conference on Computational Science, 2012

Information-geometric approach to inferring causal directions.

Dominik Janzing, Joris M. Mooij, Kun Zhang, Jan Lemeire, Jakob Zscheischler, Povilas Daniusis, Bastian Steudel, Bernhard Schölkopf

Artif. Intell., 2012

2011

Testing whether linear equations are causal: A free probability theory approach.

Jakob Zscheischler, Dominik Janzing, Kun Zhang

Proceedings of the UAI 2011, 2011

2010

Inferring deterministic causal relations.

Povilas Daniusis, Dominik Janzing, Joris M. Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schölkopf

Proceedings of the UAI 2010, 2010