Matches in SemOpenAlex for { <https://semopenalex.org/work/W40600744> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W40600744 endingPage "1274" @default.
- W40600744 startingPage "1269" @default.
- W40600744 abstract "In this paper we consider a (possibly continuous) space of Bernoulli experiments. We assume that the Bernoulli distributions are correlated. All evidence data comes in the form of successful or failed experiments at different points. Current state-of-the-art methods for expressing a distribution over a continuum of Bernoulli distributions use logistic Gaussian processes or Gaussian copula processes. However, both of these require computationally expensive matrix operations (cubic in the general case). We introduce a more intuitive approach, directly correlating beta distributions by sharing evidence between them according to a kernel function, an approach which has linear time complexity. The approach can easily be extended to multiple outcomes, giving a continuous correlated Dirichlet process, and can be used for both classification and learning the actual probabilities of the Bernoulli distributions. We show results for a number of data sets, as well as a case-study where a mixture of continuous beta processes is used as part of an automated stroke rehabilitation system." @default.
- W40600744 created "2016-06-24" @default.
- W40600744 creator A5050467922 @default.
- W40600744 creator A5071941660 @default.
- W40600744 creator A5075585811 @default.
- W40600744 date "2011-07-16" @default.
- W40600744 modified "2023-09-26" @default.
- W40600744 title "Continuous correlated beta processes" @default.
- W40600744 cites W105785986 @default.
- W40600744 cites W1991852795 @default.
- W40600744 cites W1995517059 @default.
- W40600744 cites W2048181451 @default.
- W40600744 cites W2108816982 @default.
- W40600744 cites W2151544098 @default.
- W40600744 cites W2295202330 @default.
- W40600744 doi "https://doi.org/10.5591/978-1-57735-516-8/ijcai11-215" @default.
- W40600744 hasPublicationYear "2011" @default.
- W40600744 type Work @default.
- W40600744 sameAs 40600744 @default.
- W40600744 citedByCount "1" @default.
- W40600744 countsByYear W406007442018 @default.
- W40600744 crossrefType "proceedings-article" @default.
- W40600744 hasAuthorship W40600744A5050467922 @default.
- W40600744 hasAuthorship W40600744A5071941660 @default.
- W40600744 hasAuthorship W40600744A5075585811 @default.
- W40600744 hasConcept C11413529 @default.
- W40600744 hasConcept C118615104 @default.
- W40600744 hasConcept C121332964 @default.
- W40600744 hasConcept C127413603 @default.
- W40600744 hasConcept C134306372 @default.
- W40600744 hasConcept C146978453 @default.
- W40600744 hasConcept C152361515 @default.
- W40600744 hasConcept C163716315 @default.
- W40600744 hasConcept C169214877 @default.
- W40600744 hasConcept C182310444 @default.
- W40600744 hasConcept C23990920 @default.
- W40600744 hasConcept C28826006 @default.
- W40600744 hasConcept C33923547 @default.
- W40600744 hasConcept C41008148 @default.
- W40600744 hasConcept C61326573 @default.
- W40600744 hasConcept C62520636 @default.
- W40600744 hasConcept C74193536 @default.
- W40600744 hasConceptScore W40600744C11413529 @default.
- W40600744 hasConceptScore W40600744C118615104 @default.
- W40600744 hasConceptScore W40600744C121332964 @default.
- W40600744 hasConceptScore W40600744C127413603 @default.
- W40600744 hasConceptScore W40600744C134306372 @default.
- W40600744 hasConceptScore W40600744C146978453 @default.
- W40600744 hasConceptScore W40600744C152361515 @default.
- W40600744 hasConceptScore W40600744C163716315 @default.
- W40600744 hasConceptScore W40600744C169214877 @default.
- W40600744 hasConceptScore W40600744C182310444 @default.
- W40600744 hasConceptScore W40600744C23990920 @default.
- W40600744 hasConceptScore W40600744C28826006 @default.
- W40600744 hasConceptScore W40600744C33923547 @default.
- W40600744 hasConceptScore W40600744C41008148 @default.
- W40600744 hasConceptScore W40600744C61326573 @default.
- W40600744 hasConceptScore W40600744C62520636 @default.
- W40600744 hasConceptScore W40600744C74193536 @default.
- W40600744 hasLocation W406007441 @default.
- W40600744 hasOpenAccess W40600744 @default.
- W40600744 hasPrimaryLocation W406007441 @default.
- W40600744 hasRelatedWork W1530660326 @default.
- W40600744 hasRelatedWork W1533873205 @default.
- W40600744 hasRelatedWork W1544162067 @default.
- W40600744 hasRelatedWork W1996710253 @default.
- W40600744 hasRelatedWork W2527256021 @default.
- W40600744 hasRelatedWork W2588019914 @default.
- W40600744 hasRelatedWork W2619000750 @default.
- W40600744 hasRelatedWork W2736598490 @default.
- W40600744 hasRelatedWork W2781391108 @default.
- W40600744 hasRelatedWork W2803745456 @default.
- W40600744 hasRelatedWork W2889581405 @default.
- W40600744 hasRelatedWork W2893441755 @default.
- W40600744 hasRelatedWork W2922508644 @default.
- W40600744 hasRelatedWork W2923673996 @default.
- W40600744 hasRelatedWork W2952034592 @default.
- W40600744 hasRelatedWork W2962776596 @default.
- W40600744 hasRelatedWork W2971321699 @default.
- W40600744 hasRelatedWork W2998168465 @default.
- W40600744 hasRelatedWork W3037075655 @default.
- W40600744 hasRelatedWork W2183917748 @default.
- W40600744 isParatext "false" @default.
- W40600744 isRetracted "false" @default.
- W40600744 magId "40600744" @default.
- W40600744 workType "article" @default.