The mathematical structure of information bottleneck methods

DOI10.3390/e14030456zbMath1371.68078OpenAlexW2032199857MaRDI QIDQ406008

Alexander G. Dimitrov, Tomáš Gedeon, Albert E. Parker

Publication date: 8 September 2014

Published in: Entropy (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/e14030456

zbMATH Keywords

phase transitionbifurcationsspontaneous symmetry breakinginformation distortion

Mathematics Subject Classification ID

Coding and information theory (compaction, compression, models of communication, encoding schemes, etc.) (aspects in computer science) (68P30) Local and nonlocal bifurcation theory for dynamical systems (37G99)

Related Items (1)

Optimising threshold levels for information transmission in binary threshold networks: independent multiplicative noise on each threshold

Cites Work

• Singularities and groups in bifurcation theory. Volume I
• Bifurcation structure of a class of \(S_N\)-invariant constrained optimization problems
• Annealing and the normalized \(N\)-cut
• 10.1162/153244303322753625
• Symmetry Breaking in Soft Clustering Decoding of Neural Codes

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