200 citations
- Graz University of TechnologyAT52 papers
- Johannes Kepler University of LinzAT9 papers
- University of GrazAT7 papers
- Technical University of MunichDE4 papers
- Washington University in St. LouisUS4 papers
- GESIS - Leibniz Institute for the Social SciencesDE3 papers
- Pontificia Universidad Católica de ChileCL3 papers
- Tallinn UniversityEE3 papers
- Austrian Academy of SciencesAT2 papers
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- Institute of Electrical and Electronics EngineersUS2 papers
- Institut für InformationsverarbeitungDE2 papers
Showing cs.ITShow all
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cs.IT2020★ 2 cited
On Functions of Markov Random Fields
Bernhard C. Geiger, Ali Al-Bashabsheh
We derive two sufficient conditions for a function of a Markov random field (MRF) on a given graph to be a MRF on the same graph. The first condition is information-theoretic and p…
cs.IT2017★ 19 cited
On the Information Dimension of Multivariate Gaussian Processes
Bernhard C. Geiger, Tobias Koch
The authors have recently defined the Rényi information dimension rate of a stationary stochastic process as the entropy rate of the uniform…
cs.IT2017★ 19 cited
On the Information Dimension of Stochastic Processes
Bernhard C. Geiger, Tobias Koch
In 1959, Rényi proposed the information dimension and the -dimensional entropy to measure the information content of general random variables. This paper proposes a generalizati…