Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366999323> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4366999323 abstract "Bayesian models are a powerful tool for studying complex data, allowing the analyst to encode rich hierarchical dependencies and leverage prior information. Most importantly, they facilitate a complete characterization of uncertainty through the posterior distribution. Practical posterior computation is commonly performed via MCMC, which can be computationally infeasible for high dimensional models with many observations. In this article we discuss the potential to improve posterior computation using ideas from machine learning. Concrete future directions are explored in vignettes on normalizing flows, Bayesian coresets, distributed Bayesian inference, and variational inference." @default.
- W4366999323 created "2023-04-27" @default.
- W4366999323 creator A5002214625 @default.
- W4366999323 creator A5002768909 @default.
- W4366999323 creator A5004323430 @default.
- W4366999323 creator A5049124418 @default.
- W4366999323 creator A5066307947 @default.
- W4366999323 date "2023-04-21" @default.
- W4366999323 modified "2023-10-18" @default.
- W4366999323 title "Machine Learning and the Future of Bayesian Computation" @default.
- W4366999323 doi "https://doi.org/10.48550/arxiv.2304.11251" @default.
- W4366999323 hasPublicationYear "2023" @default.
- W4366999323 type Work @default.
- W4366999323 citedByCount "0" @default.
- W4366999323 crossrefType "posted-content" @default.
- W4366999323 hasAuthorship W4366999323A5002214625 @default.
- W4366999323 hasAuthorship W4366999323A5002768909 @default.
- W4366999323 hasAuthorship W4366999323A5004323430 @default.
- W4366999323 hasAuthorship W4366999323A5049124418 @default.
- W4366999323 hasAuthorship W4366999323A5066307947 @default.
- W4366999323 hasBestOaLocation W43669993231 @default.
- W4366999323 hasConcept C104317684 @default.
- W4366999323 hasConcept C107673813 @default.
- W4366999323 hasConcept C111350023 @default.
- W4366999323 hasConcept C11413529 @default.
- W4366999323 hasConcept C119857082 @default.
- W4366999323 hasConcept C153083717 @default.
- W4366999323 hasConcept C154945302 @default.
- W4366999323 hasConcept C160234255 @default.
- W4366999323 hasConcept C177769412 @default.
- W4366999323 hasConcept C185592680 @default.
- W4366999323 hasConcept C191413810 @default.
- W4366999323 hasConcept C2776214188 @default.
- W4366999323 hasConcept C2779377595 @default.
- W4366999323 hasConcept C41008148 @default.
- W4366999323 hasConcept C45374587 @default.
- W4366999323 hasConcept C55493867 @default.
- W4366999323 hasConcept C57830394 @default.
- W4366999323 hasConcept C66746571 @default.
- W4366999323 hasConcept C71983512 @default.
- W4366999323 hasConcept C99173435 @default.
- W4366999323 hasConceptScore W4366999323C104317684 @default.
- W4366999323 hasConceptScore W4366999323C107673813 @default.
- W4366999323 hasConceptScore W4366999323C111350023 @default.
- W4366999323 hasConceptScore W4366999323C11413529 @default.
- W4366999323 hasConceptScore W4366999323C119857082 @default.
- W4366999323 hasConceptScore W4366999323C153083717 @default.
- W4366999323 hasConceptScore W4366999323C154945302 @default.
- W4366999323 hasConceptScore W4366999323C160234255 @default.
- W4366999323 hasConceptScore W4366999323C177769412 @default.
- W4366999323 hasConceptScore W4366999323C185592680 @default.
- W4366999323 hasConceptScore W4366999323C191413810 @default.
- W4366999323 hasConceptScore W4366999323C2776214188 @default.
- W4366999323 hasConceptScore W4366999323C2779377595 @default.
- W4366999323 hasConceptScore W4366999323C41008148 @default.
- W4366999323 hasConceptScore W4366999323C45374587 @default.
- W4366999323 hasConceptScore W4366999323C55493867 @default.
- W4366999323 hasConceptScore W4366999323C57830394 @default.
- W4366999323 hasConceptScore W4366999323C66746571 @default.
- W4366999323 hasConceptScore W4366999323C71983512 @default.
- W4366999323 hasConceptScore W4366999323C99173435 @default.
- W4366999323 hasLocation W43669993231 @default.
- W4366999323 hasOpenAccess W4366999323 @default.
- W4366999323 hasPrimaryLocation W43669993231 @default.
- W4366999323 hasRelatedWork W1528708126 @default.
- W4366999323 hasRelatedWork W2081420412 @default.
- W4366999323 hasRelatedWork W2162457363 @default.
- W4366999323 hasRelatedWork W2617021092 @default.
- W4366999323 hasRelatedWork W2783801314 @default.
- W4366999323 hasRelatedWork W2924820633 @default.
- W4366999323 hasRelatedWork W2949233932 @default.
- W4366999323 hasRelatedWork W3163707242 @default.
- W4366999323 hasRelatedWork W4248242023 @default.
- W4366999323 hasRelatedWork W2184215046 @default.
- W4366999323 isParatext "false" @default.
- W4366999323 isRetracted "false" @default.
- W4366999323 workType "article" @default.