Matches in SemOpenAlex for { <https://semopenalex.org/work/W4301351665> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4301351665 abstract "We develop correlated random measures, random measures where the atom weights can exhibit a flexible pattern of dependence, and use them to develop powerful hierarchical Bayesian nonparametric models. Hierarchical Bayesian nonparametric models are usually built from completely random measures, a Poisson-process based construction in which the atom weights are independent. Completely random measures imply strong independence assumptions in the corresponding hierarchical model, and these assumptions are often misplaced in real-world settings. Correlated random measures address this limitation. They model correlation within the measure by using a Gaussian process in concert with the Poisson process. With correlated random measures, for example, we can develop a latent feature model for which we can infer both the properties of the latent features and their dependency pattern. We develop several other examples as well. We study a correlated random measure model of pairwise count data. We derive an efficient variational inference algorithm and show improved predictive performance on large data sets of documents, web clicks, and electronic health records." @default.
- W4301351665 created "2022-10-05" @default.
- W4301351665 creator A5022202456 @default.
- W4301351665 creator A5070920982 @default.
- W4301351665 date "2015-07-02" @default.
- W4301351665 modified "2023-09-23" @default.
- W4301351665 title "Correlated Random Measures" @default.
- W4301351665 doi "https://doi.org/10.48550/arxiv.1507.00720" @default.
- W4301351665 hasPublicationYear "2015" @default.
- W4301351665 type Work @default.
- W4301351665 citedByCount "0" @default.
- W4301351665 crossrefType "posted-content" @default.
- W4301351665 hasAuthorship W4301351665A5022202456 @default.
- W4301351665 hasAuthorship W4301351665A5070920982 @default.
- W4301351665 hasBestOaLocation W43013516651 @default.
- W4301351665 hasConcept C100906024 @default.
- W4301351665 hasConcept C102366305 @default.
- W4301351665 hasConcept C105795698 @default.
- W4301351665 hasConcept C107673813 @default.
- W4301351665 hasConcept C121332964 @default.
- W4301351665 hasConcept C124101348 @default.
- W4301351665 hasConcept C126322002 @default.
- W4301351665 hasConcept C144986985 @default.
- W4301351665 hasConcept C153180895 @default.
- W4301351665 hasConcept C154945302 @default.
- W4301351665 hasConcept C160234255 @default.
- W4301351665 hasConcept C163716315 @default.
- W4301351665 hasConcept C168743327 @default.
- W4301351665 hasConcept C184898388 @default.
- W4301351665 hasConcept C205301714 @default.
- W4301351665 hasConcept C21031990 @default.
- W4301351665 hasConcept C2776214188 @default.
- W4301351665 hasConcept C2780009758 @default.
- W4301351665 hasConcept C33923547 @default.
- W4301351665 hasConcept C35651441 @default.
- W4301351665 hasConcept C41008148 @default.
- W4301351665 hasConcept C61326573 @default.
- W4301351665 hasConcept C62520636 @default.
- W4301351665 hasConcept C71924100 @default.
- W4301351665 hasConcept C79772020 @default.
- W4301351665 hasConcept C95190672 @default.
- W4301351665 hasConceptScore W4301351665C100906024 @default.
- W4301351665 hasConceptScore W4301351665C102366305 @default.
- W4301351665 hasConceptScore W4301351665C105795698 @default.
- W4301351665 hasConceptScore W4301351665C107673813 @default.
- W4301351665 hasConceptScore W4301351665C121332964 @default.
- W4301351665 hasConceptScore W4301351665C124101348 @default.
- W4301351665 hasConceptScore W4301351665C126322002 @default.
- W4301351665 hasConceptScore W4301351665C144986985 @default.
- W4301351665 hasConceptScore W4301351665C153180895 @default.
- W4301351665 hasConceptScore W4301351665C154945302 @default.
- W4301351665 hasConceptScore W4301351665C160234255 @default.
- W4301351665 hasConceptScore W4301351665C163716315 @default.
- W4301351665 hasConceptScore W4301351665C168743327 @default.
- W4301351665 hasConceptScore W4301351665C184898388 @default.
- W4301351665 hasConceptScore W4301351665C205301714 @default.
- W4301351665 hasConceptScore W4301351665C21031990 @default.
- W4301351665 hasConceptScore W4301351665C2776214188 @default.
- W4301351665 hasConceptScore W4301351665C2780009758 @default.
- W4301351665 hasConceptScore W4301351665C33923547 @default.
- W4301351665 hasConceptScore W4301351665C35651441 @default.
- W4301351665 hasConceptScore W4301351665C41008148 @default.
- W4301351665 hasConceptScore W4301351665C61326573 @default.
- W4301351665 hasConceptScore W4301351665C62520636 @default.
- W4301351665 hasConceptScore W4301351665C71924100 @default.
- W4301351665 hasConceptScore W4301351665C79772020 @default.
- W4301351665 hasConceptScore W4301351665C95190672 @default.
- W4301351665 hasLocation W43013516651 @default.
- W4301351665 hasLocation W43013516652 @default.
- W4301351665 hasOpenAccess W4301351665 @default.
- W4301351665 hasPrimaryLocation W43013516651 @default.
- W4301351665 hasRelatedWork W1974719870 @default.
- W4301351665 hasRelatedWork W2005357881 @default.
- W4301351665 hasRelatedWork W2054941810 @default.
- W4301351665 hasRelatedWork W2104144126 @default.
- W4301351665 hasRelatedWork W2114746372 @default.
- W4301351665 hasRelatedWork W3124053841 @default.
- W4301351665 hasRelatedWork W3207629359 @default.
- W4301351665 hasRelatedWork W4213439144 @default.
- W4301351665 hasRelatedWork W4293879577 @default.
- W4301351665 hasRelatedWork W2553885285 @default.
- W4301351665 isParatext "false" @default.
- W4301351665 isRetracted "false" @default.
- W4301351665 workType "article" @default.