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Jakob Zscheischler
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2020 – today
- 2024
- [i5]Olivier C. Pasche, Jonathan Wider, Zhongwei Zhang, Jakob Zscheischler, Sebastian Engelke:
Validating Deep-Learning Weather Forecast Models on Recent High-Impact Extreme Events. CoRR abs/2404.17652 (2024) - [i4]Vasileios Sitokonstantinou, Emiliano Díaz Salas Porras, Jordi Cerdà-Bautista, Maria Piles, Ioannis Athanasiadis, Hannah Kerner, Giulia Martini, Lily-belle Sweet, Ilias Tsoumas, Jakob Zscheischler, Gustau Camps-Valls:
Causal machine learning for sustainable agroecosystems. CoRR abs/2408.13155 (2024)
2010 – 2019
- 2016
- [j3]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: 32:1-32:102 (2016) - 2015
- [c5]Gustau Camps-Valls
, Martin Jung, Kazuhito Ichii, Dario Papale
Ranking drivers of global carbon and energy fluxes over land. IGARSS 2015: 4416-4419 - 2014
- [i3]Joris M. Mooij, Jonas Peters, Dominik Janzing, Jakob Zscheischler
Distinguishing cause from effect using observational data: methods and benchmarks. CoRR abs/1412.3773 (2014) - 2013
- [j2]Jakob Zscheischler
Detection and attribution of large spatiotemporal extreme events in Earth observation data. Ecol. Informatics 15: 66-73 (2013) - [c4]Martin Jung, Jakob Zscheischler
A Guided Hybrid Genetic Algorithm for Feature Selection with Expensive Cost Functions. ICCS 2013: 2337-2346 - 2012
- [j1]Dominik Janzing, Joris M. Mooij, Kun Zhang, Jan Lemeire, Jakob Zscheischler
Information-geometric approach to inferring causal directions. Artif. Intell. 182-183: 1-31 (2012) - [c3]Jakob Zscheischler
Climate Classifications: the Value of Unsupervised Clustering. ICCS 2012: 897-906 - [i2]Jakob Zscheischler, Dominik Janzing, Kun Zhang:
Testing whether linear equations are causal: A free probability theory approach. CoRR abs/1202.3779 (2012) - [i1]Povilas Daniusis, Dominik Janzing, Joris M. Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schölkopf:
Inferring deterministic causal relations. CoRR abs/1203.3475 (2012) - 2011
- [c2]Jakob Zscheischler, Dominik Janzing, Kun Zhang:
Testing whether linear equations are causal: A free probability theory approach. UAI 2011: 839-846 - 2010
- [c1]Povilas Daniusis, Dominik Janzing, Joris M. Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schölkopf:
Inferring deterministic causal relations. UAI 2010: 143-150
Coauthor Index
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