Jakob Zscheischler

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 2

Top Topics

Ranking Functions

Weakly Supervised

Top Venues

J. Mach. Learn. Res.

Publications

Olivier C. Pasche, Jonathan Wider, Zhongwei Zhang, Jakob Zscheischler, Sebastian Engelke
Validating Deep-Learning Weather Forecast Models on Recent High-Impact Extreme Events. CoRR (2024)
Joris M. Mooij, Jonas Peters, Dominik Janzing, Jakob Zscheischler, Bernhard Schölkopf
Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks. J. Mach. Learn. Res. 17 (2016)
Gustau Camps-Valls, Martin Jung, Kazuhito Ichii, Dario Papale, Gianluca Tramontana, Paul Bodesheim, Christopher R. Schwalm, Jakob Zscheischler, Miguel D. Mahecha, Markus Reichstein
Ranking drivers of global carbon and energy fluxes over land. IGARSS (2015)
Joris M. Mooij, Jonas Peters, Dominik Janzing, Jakob Zscheischler, Bernhard Schölkopf
Distinguishing cause from effect using observational data: methods and benchmarks. CoRR (2014)
Martin Jung, Jakob Zscheischler
A Guided Hybrid Genetic Algorithm for Feature Selection with Expensive Cost Functions. ICCS (2013)
Jakob Zscheischler, Miguel D. Mahecha, Stefan Harmeling, Markus Reichstein
Detection and attribution of large spatiotemporal extreme events in Earth observation data. Ecol. Informatics 15 (2013)
Jakob Zscheischler, Miguel D. Mahecha, Stefan Harmeling
Climate Classifications: the Value of Unsupervised Clustering. ICCS (2012)
Dominik Janzing, Joris M. Mooij, Kun Zhang, Jan Lemeire, Jakob Zscheischler, Povilas Daniusis, Bastian Steudel, Bernhard Schölkopf
Information-geometric approach to inferring causal directions. Artif. Intell. (2012)
Povilas Daniusis, Dominik Janzing, Joris M. Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schölkopf
Inferring deterministic causal relations CoRR (2012)
Jakob Zscheischler, Dominik Janzing, Kun Zhang
Testing whether linear equations are causal: A free probability theory approach CoRR (2012)
Jakob Zscheischler, Dominik Janzing, Kun Zhang
Testing whether linear equations are causal: A free probability theory approach. UAI (2011)
Povilas Daniusis, Dominik Janzing, Joris M. Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schölkopf
Inferring deterministic causal relations. UAI (2010)