Matches in SemOpenAlex for { <https://semopenalex.org/work/W4315706762> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4315706762 abstract "Empirical observations suggest that in practice, community membership does not completely explain the dependency between the edges of an observation graph. The residual dependence of the graph edges are modeled in this paper, to first order, by auxiliary node latent variables that affect the statistics of the graph edges but carry no information about the communities of interest. We then study community detection in graphs obeying the stochastic block model and censored block model with auxiliary latent variables. We analyze the conditions for exact recovery when these auxiliary latent variables are unknown, representing unknown nuisance parameters or model mismatch. We also analyze exact recovery when these secondary latent variables have been either fully or partially revealed. Finally, we propose a semidefinite programming algorithm for recovering the desired labels when the secondary labels are either known or unknown. We show that exact recovery is possible by semidefinite programming down to the respective maximum likelihood exact recovery threshold." @default.
- W4315706762 created "2023-01-12" @default.
- W4315706762 creator A5060773881 @default.
- W4315706762 creator A5062861585 @default.
- W4315706762 date "2023-01-08" @default.
- W4315706762 modified "2023-09-25" @default.
- W4315706762 title "Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables" @default.
- W4315706762 doi "https://doi.org/10.48550/arxiv.2301.04088" @default.
- W4315706762 hasPublicationYear "2023" @default.
- W4315706762 type Work @default.
- W4315706762 citedByCount "0" @default.
- W4315706762 crossrefType "posted-content" @default.
- W4315706762 hasAuthorship W4315706762A5060773881 @default.
- W4315706762 hasAuthorship W4315706762A5062861585 @default.
- W4315706762 hasBestOaLocation W43157067621 @default.
- W4315706762 hasConcept C101901036 @default.
- W4315706762 hasConcept C105795698 @default.
- W4315706762 hasConcept C11413529 @default.
- W4315706762 hasConcept C114614502 @default.
- W4315706762 hasConcept C126255220 @default.
- W4315706762 hasConcept C132525143 @default.
- W4315706762 hasConcept C154945302 @default.
- W4315706762 hasConcept C155512373 @default.
- W4315706762 hasConcept C19768560 @default.
- W4315706762 hasConcept C2777210771 @default.
- W4315706762 hasConcept C2779982251 @default.
- W4315706762 hasConcept C33923547 @default.
- W4315706762 hasConcept C41008148 @default.
- W4315706762 hasConcept C51167844 @default.
- W4315706762 hasConcept C65965080 @default.
- W4315706762 hasConcept C73555534 @default.
- W4315706762 hasConceptScore W4315706762C101901036 @default.
- W4315706762 hasConceptScore W4315706762C105795698 @default.
- W4315706762 hasConceptScore W4315706762C11413529 @default.
- W4315706762 hasConceptScore W4315706762C114614502 @default.
- W4315706762 hasConceptScore W4315706762C126255220 @default.
- W4315706762 hasConceptScore W4315706762C132525143 @default.
- W4315706762 hasConceptScore W4315706762C154945302 @default.
- W4315706762 hasConceptScore W4315706762C155512373 @default.
- W4315706762 hasConceptScore W4315706762C19768560 @default.
- W4315706762 hasConceptScore W4315706762C2777210771 @default.
- W4315706762 hasConceptScore W4315706762C2779982251 @default.
- W4315706762 hasConceptScore W4315706762C33923547 @default.
- W4315706762 hasConceptScore W4315706762C41008148 @default.
- W4315706762 hasConceptScore W4315706762C51167844 @default.
- W4315706762 hasConceptScore W4315706762C65965080 @default.
- W4315706762 hasConceptScore W4315706762C73555534 @default.
- W4315706762 hasLocation W43157067621 @default.
- W4315706762 hasOpenAccess W4315706762 @default.
- W4315706762 hasPrimaryLocation W43157067621 @default.
- W4315706762 hasRelatedWork W1859657261 @default.
- W4315706762 hasRelatedWork W2088499455 @default.
- W4315706762 hasRelatedWork W2508348547 @default.
- W4315706762 hasRelatedWork W2765318274 @default.
- W4315706762 hasRelatedWork W2786243250 @default.
- W4315706762 hasRelatedWork W2982145175 @default.
- W4315706762 hasRelatedWork W2996298148 @default.
- W4315706762 hasRelatedWork W3215875089 @default.
- W4315706762 hasRelatedWork W4207020233 @default.
- W4315706762 hasRelatedWork W4296339348 @default.
- W4315706762 isParatext "false" @default.
- W4315706762 isRetracted "false" @default.
- W4315706762 workType "article" @default.