Matches in SemOpenAlex for { <https://semopenalex.org/work/W2184915042> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2184915042 abstract "This note introduces an interesting class of Gauss-Markov Random Fields designated as walk-summable. Several equivalent characterizations of this class of GMRFs are established. Also, several important subclasses of GMRFs are identifled as being walk-summable. These include (i) diagonally dominant, (ii) pairwise normalizable, (iii) regular singly-connected, and (iv) regular bipartite with only positive (or only negative) interactions. The utility of this walk-summable property for inference of GMRFs is indicated. In particular, it is shown that several iterative estimation algorithms for GMRFs submit to a walk-sum interpretation and hence the convergence of these iterative methods is assured for walk-summable systems. Also, several interesting conjectures and ideas concerning walk-summable systems are brie∞y summarized in the conclusion." @default.
- W2184915042 created "2016-06-24" @default.
- W2184915042 creator A5024437306 @default.
- W2184915042 date "2005-01-01" @default.
- W2184915042 modified "2023-09-26" @default.
- W2184915042 title "Walk-Summable Gauss-Markov Random Fields ⁄" @default.
- W2184915042 cites W1593793857 @default.
- W2184915042 cites W1594366259 @default.
- W2184915042 cites W1746680969 @default.
- W2184915042 cites W1981745143 @default.
- W2184915042 cites W2010543673 @default.
- W2184915042 cites W2045370718 @default.
- W2184915042 cites W2097415784 @default.
- W2184915042 cites W2105518356 @default.
- W2184915042 cites W2148018895 @default.
- W2184915042 cites W2158122241 @default.
- W2184915042 cites W2161023163 @default.
- W2184915042 cites W2610857016 @default.
- W2184915042 cites W391985582 @default.
- W2184915042 cites W112179325 @default.
- W2184915042 hasPublicationYear "2005" @default.
- W2184915042 type Work @default.
- W2184915042 sameAs 2184915042 @default.
- W2184915042 citedByCount "5" @default.
- W2184915042 countsByYear W21849150422016 @default.
- W2184915042 crossrefType "journal-article" @default.
- W2184915042 hasAuthorship W2184915042A5024437306 @default.
- W2184915042 hasConcept C105795698 @default.
- W2184915042 hasConcept C118615104 @default.
- W2184915042 hasConcept C121194460 @default.
- W2184915042 hasConcept C154945302 @default.
- W2184915042 hasConcept C162324750 @default.
- W2184915042 hasConcept C184898388 @default.
- W2184915042 hasConcept C199360897 @default.
- W2184915042 hasConcept C2776214188 @default.
- W2184915042 hasConcept C2777212361 @default.
- W2184915042 hasConcept C2777303404 @default.
- W2184915042 hasConcept C33923547 @default.
- W2184915042 hasConcept C41008148 @default.
- W2184915042 hasConcept C50522688 @default.
- W2184915042 hasConcept C527412718 @default.
- W2184915042 hasConcept C98763669 @default.
- W2184915042 hasConceptScore W2184915042C105795698 @default.
- W2184915042 hasConceptScore W2184915042C118615104 @default.
- W2184915042 hasConceptScore W2184915042C121194460 @default.
- W2184915042 hasConceptScore W2184915042C154945302 @default.
- W2184915042 hasConceptScore W2184915042C162324750 @default.
- W2184915042 hasConceptScore W2184915042C184898388 @default.
- W2184915042 hasConceptScore W2184915042C199360897 @default.
- W2184915042 hasConceptScore W2184915042C2776214188 @default.
- W2184915042 hasConceptScore W2184915042C2777212361 @default.
- W2184915042 hasConceptScore W2184915042C2777303404 @default.
- W2184915042 hasConceptScore W2184915042C33923547 @default.
- W2184915042 hasConceptScore W2184915042C41008148 @default.
- W2184915042 hasConceptScore W2184915042C50522688 @default.
- W2184915042 hasConceptScore W2184915042C527412718 @default.
- W2184915042 hasConceptScore W2184915042C98763669 @default.
- W2184915042 hasLocation W21849150421 @default.
- W2184915042 hasOpenAccess W2184915042 @default.
- W2184915042 hasPrimaryLocation W21849150421 @default.
- W2184915042 hasRelatedWork W1582641797 @default.
- W2184915042 hasRelatedWork W1594798591 @default.
- W2184915042 hasRelatedWork W2006193690 @default.
- W2184915042 hasRelatedWork W2046283498 @default.
- W2184915042 hasRelatedWork W2073291507 @default.
- W2184915042 hasRelatedWork W2111493155 @default.
- W2184915042 hasRelatedWork W2158122241 @default.
- W2184915042 hasRelatedWork W2580883446 @default.
- W2184915042 hasRelatedWork W2618251416 @default.
- W2184915042 hasRelatedWork W2724333984 @default.
- W2184915042 hasRelatedWork W2767847731 @default.
- W2184915042 hasRelatedWork W2779696552 @default.
- W2184915042 hasRelatedWork W295400550 @default.
- W2184915042 hasRelatedWork W2960941863 @default.
- W2184915042 hasRelatedWork W3020907857 @default.
- W2184915042 hasRelatedWork W306811102 @default.
- W2184915042 hasRelatedWork W3109218675 @default.
- W2184915042 hasRelatedWork W3161653689 @default.
- W2184915042 hasRelatedWork W3181932484 @default.
- W2184915042 hasRelatedWork W3090186941 @default.
- W2184915042 isParatext "false" @default.
- W2184915042 isRetracted "false" @default.
- W2184915042 magId "2184915042" @default.
- W2184915042 workType "article" @default.