Matches in SemOpenAlex for { <https://semopenalex.org/work/W2032199857> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2032199857 endingPage "479" @default.
- W2032199857 startingPage "456" @default.
- W2032199857 abstract "Information Bottleneck-based methods use mutual information as a distortion function in order to extract relevant details about the structure of a complex system by compression. One of the approaches used to generate optimal compressed representations is by annealing a parameter. In this manuscript we present a common framework for the study of annealing in information distortion problems. We identify features that should be common to any annealing optimization problem. The main mathematical tools that we use come from the analysis of dynamical systems in the presence of symmetry (equivariant bifurcation theory). Through the compression problem, we make connections to the world of combinatorial optimization and pattern recognition. The two approaches use very different vocabularies and consider different problems to be “interesting”. We provide an initial link, through the Normalized Cut Problem, where the two disciplines can exchange tools and ideas." @default.
- W2032199857 created "2016-06-24" @default.
- W2032199857 creator A5070531641 @default.
- W2032199857 creator A5075579436 @default.
- W2032199857 creator A5087810451 @default.
- W2032199857 date "2012-03-01" @default.
- W2032199857 modified "2023-10-16" @default.
- W2032199857 title "The Mathematical Structure of Information Bottleneck Methods" @default.
- W2032199857 cites W2056501338 @default.
- W2032199857 cites W2063437517 @default.
- W2032199857 cites W2121947440 @default.
- W2032199857 cites W2155118599 @default.
- W2032199857 cites W2161877964 @default.
- W2032199857 cites W2171991173 @default.
- W2032199857 cites W3101231107 @default.
- W2032199857 cites W2049872433 @default.
- W2032199857 doi "https://doi.org/10.3390/e14030456" @default.
- W2032199857 hasPublicationYear "2012" @default.
- W2032199857 type Work @default.
- W2032199857 sameAs 2032199857 @default.
- W2032199857 citedByCount "14" @default.
- W2032199857 countsByYear W20321998572015 @default.
- W2032199857 countsByYear W20321998572017 @default.
- W2032199857 countsByYear W20321998572020 @default.
- W2032199857 countsByYear W20321998572021 @default.
- W2032199857 countsByYear W20321998572022 @default.
- W2032199857 countsByYear W20321998572023 @default.
- W2032199857 crossrefType "journal-article" @default.
- W2032199857 hasAuthorship W2032199857A5070531641 @default.
- W2032199857 hasAuthorship W2032199857A5075579436 @default.
- W2032199857 hasAuthorship W2032199857A5087810451 @default.
- W2032199857 hasBestOaLocation W20321998571 @default.
- W2032199857 hasConcept C105795698 @default.
- W2032199857 hasConcept C11413529 @default.
- W2032199857 hasConcept C121332964 @default.
- W2032199857 hasConcept C126255220 @default.
- W2032199857 hasConcept C126980161 @default.
- W2032199857 hasConcept C149635348 @default.
- W2032199857 hasConcept C152139883 @default.
- W2032199857 hasConcept C154945302 @default.
- W2032199857 hasConcept C2780513914 @default.
- W2032199857 hasConcept C33923547 @default.
- W2032199857 hasConcept C41008148 @default.
- W2032199857 hasConcept C52622258 @default.
- W2032199857 hasConcept C60008888 @default.
- W2032199857 hasConcept C62520636 @default.
- W2032199857 hasConcept C79379906 @default.
- W2032199857 hasConcept C80444323 @default.
- W2032199857 hasConceptScore W2032199857C105795698 @default.
- W2032199857 hasConceptScore W2032199857C11413529 @default.
- W2032199857 hasConceptScore W2032199857C121332964 @default.
- W2032199857 hasConceptScore W2032199857C126255220 @default.
- W2032199857 hasConceptScore W2032199857C126980161 @default.
- W2032199857 hasConceptScore W2032199857C149635348 @default.
- W2032199857 hasConceptScore W2032199857C152139883 @default.
- W2032199857 hasConceptScore W2032199857C154945302 @default.
- W2032199857 hasConceptScore W2032199857C2780513914 @default.
- W2032199857 hasConceptScore W2032199857C33923547 @default.
- W2032199857 hasConceptScore W2032199857C41008148 @default.
- W2032199857 hasConceptScore W2032199857C52622258 @default.
- W2032199857 hasConceptScore W2032199857C60008888 @default.
- W2032199857 hasConceptScore W2032199857C62520636 @default.
- W2032199857 hasConceptScore W2032199857C79379906 @default.
- W2032199857 hasConceptScore W2032199857C80444323 @default.
- W2032199857 hasIssue "3" @default.
- W2032199857 hasLocation W20321998571 @default.
- W2032199857 hasLocation W20321998572 @default.
- W2032199857 hasLocation W20321998573 @default.
- W2032199857 hasOpenAccess W2032199857 @default.
- W2032199857 hasPrimaryLocation W20321998571 @default.
- W2032199857 hasRelatedWork W2070945723 @default.
- W2032199857 hasRelatedWork W2253495683 @default.
- W2032199857 hasRelatedWork W2783047733 @default.
- W2032199857 hasRelatedWork W2939693078 @default.
- W2032199857 hasRelatedWork W2982402336 @default.
- W2032199857 hasRelatedWork W2989653627 @default.
- W2032199857 hasRelatedWork W2996503800 @default.
- W2032199857 hasRelatedWork W3098272089 @default.
- W2032199857 hasRelatedWork W3106311775 @default.
- W2032199857 hasRelatedWork W3161880184 @default.
- W2032199857 hasVolume "14" @default.
- W2032199857 isParatext "false" @default.
- W2032199857 isRetracted "false" @default.
- W2032199857 magId "2032199857" @default.
- W2032199857 workType "article" @default.