21 citations · 73 across the 25 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
q-bio.QM2014
On the Theory and Algorithm for rigorous discretization in applications of Information Theory
Venkateshan Kannan, Jesper Tegnèr
We identify fundamental issues with discretization when estimating information-theoretic quantities in the analysis of data. These difficulties are theoretical in nature and arise…
q-bio.MN2014
Methods of Information Theory and Algorithmic Complexity for Network Biology
Hector Zenil, Narsis A. Kiani, Jesper Tegnér
We survey and introduce concepts and tools located at the intersection of information theory and network biology. We show that Shannon's information entropy, compressibility and al…