Bastian Steudel

Publication Activity (10 Years)

Years Active: 2009-2015
Publications (10 Years): 1

Top Topics

Causal Relations

Relative Entropy

Information Bottleneck

Top Venues

Publications

Bastian Steudel, Nihat Ay
Information-Theoretic Inference of Common Ancestors. Entropy 17 (4) (2015)
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)
Bastian Steudel, Dominik Janzing, Bernhard Schölkopf
Causal Markov Condition for Submodular Information Measures. COLT (2010)
Dominik Janzing, Bastian Steudel
Justifying Additive Noise Model-Based Causal Discovery via Algorithmic Information Theory. Open Syst. Inf. Dyn. 17 (2) (2010)
Bastian Steudel, Dominik Janzing, Bernhard Schölkopf
Causal Markov condition for submodular information measures CoRR (2010)
Povilas Daniusis, Dominik Janzing, Joris M. Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schölkopf
Inferring deterministic causal relations. UAI (2010)
Bastian Steudel, Nihat Ay
Information-theoretic inference of common ancestors CoRR (2010)
Dominik Janzing, Bastian Steudel
Justifying additive-noise-model based causal discovery via algorithmic information theory CoRR (2009)