Publications of B Steudel
All genres
Journal Article (2)
1.
Journal Article
182-183, pp. 1 - 31 (2012)
Information-geometric approach to inferring causal directions. Artificial Intelligence 2.
Journal Article
17 (2), pp. 189 - 212 (2010)
Justifying Additive Noise Model-Based Causal Discovery via Algorithmic Information Theory. Open Systems and Information Dynamics Conference Paper (2)
3.
Conference Paper
Inferring deterministic causal relations. In: 26th Conference on Uncertainty in Artificial Intelligence (UAI 2010), pp. 143 - 150 (Eds. Grünwald, P.; Spirtes, P.). 26th Conference on Uncertainty in Artificial Intelligence (UAI 2010), Catalina Island, CA, USA, July 08, 2010 - July 11, 2010. AUAI Press, Corvallis, OR, USA (2010)
4.
Conference Paper
Causal Markov condition for submodular information measures. In: 23rd Annual Conference on Learning Theory (COLT 2010), pp. 464 - 476 (Eds. Tauman Kalai, A.; Mohri, M.). 23rd Annual Conference on Learning Theory (COLT 2010), Haifa, Israel, June 27, 2010 - June 29, 2010. OmniPress, Madison, WI, USA (2010)