FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3033147585> ?p ?o ?g. }

• W3033147585 abstract "We provide approximation guarantees for a linear-time inferential framework for Gaussian processes, using two low-rank kernel approximations based on random Fourier features and truncation of Mercer expansions. In particular, we bound the Kullback-Leibler divergence between the idealized Gaussian process and the one resulting from a low-rank approximation to its kernel. Additionally, we present strong evidence that these two approximations, enhanced by an initial automatic feature extraction through deep neural networks, outperform a broad range of state-of-the-art methods in terms of time efficiency, negative log-predictive density, and root mean squared error." @default.
• W3033147585 created "2020-06-12" @default.
• W3033147585 creator A5017494868 @default.
• W3033147585 creator A5034822411 @default.
• W3033147585 creator A5040587718 @default.
• W3033147585 date "2020-04-03" @default.
• W3033147585 modified "2023-09-27" @default.
• W3033147585 title "Scalable Gaussian Processes, with Guarantees: Kernel Approximations and Deep Feature Extraction" @default.
• W3033147585 cites W137285897 @default.
• W3033147585 cites W1497057245 @default.
• W3033147585 cites W1522301498 @default.
• W3033147585 cites W1533660737 @default.
• W3033147585 cites W1545951971 @default.
• W3033147585 cites W1571870753 @default.
• W3033147585 cites W1702387805 @default.
• W3033147585 cites W1777124189 @default.
• W3033147585 cites W1870250857 @default.
• W3033147585 cites W1897171481 @default.
• W3033147585 cites W1967934524 @default.
• W3033147585 cites W2014158063 @default.
• W3033147585 cites W2075336646 @default.
• W3033147585 cites W2090536661 @default.
• W3033147585 cites W2099768828 @default.
• W3033147585 cites W2106546616 @default.
• W3033147585 cites W2112545207 @default.
• W3033147585 cites W2118563516 @default.
• W3033147585 cites W2123395972 @default.
• W3033147585 cites W2135910425 @default.
• W3033147585 cites W2139479120 @default.
• W3033147585 cites W2143053860 @default.
• W3033147585 cites W2144902422 @default.
• W3033147585 cites W2162724919 @default.
• W3033147585 cites W2167505604 @default.
• W3033147585 cites W2170912685 @default.
• W3033147585 cites W2171602483 @default.
• W3033147585 cites W2251230758 @default.
• W3033147585 cites W2540189295 @default.
• W3033147585 cites W2549019841 @default.
• W3033147585 cites W2550412943 @default.
• W3033147585 cites W2578798508 @default.
• W3033147585 cites W2578992305 @default.
• W3033147585 cites W2616038372 @default.
• W3033147585 cites W2616566795 @default.
• W3033147585 cites W2728139190 @default.
• W3033147585 cites W2741292535 @default.
• W3033147585 cites W2920826246 @default.
• W3033147585 cites W2963036823 @default.
• W3033147585 cites W2963711523 @default.
• W3033147585 cites W2963755879 @default.
• W3033147585 cites W2964135722 @default.
• W3033147585 cites W2964265625 @default.
• W3033147585 cites W3000508506 @default.
• W3033147585 cites W87845680 @default.
• W3033147585 cites W2963900082 @default.
• W3033147585 hasPublicationYear "2020" @default.
• W3033147585 type Work @default.
• W3033147585 sameAs 3033147585 @default.
• W3033147585 citedByCount "1" @default.
• W3033147585 countsByYear W30331475852020 @default.
• W3033147585 crossrefType "posted-content" @default.
• W3033147585 hasAuthorship W3033147585A5017494868 @default.
• W3033147585 hasAuthorship W3033147585A5034822411 @default.
• W3033147585 hasAuthorship W3033147585A5040587718 @default.
• W3033147585 hasConcept C105795698 @default.
• W3033147585 hasConcept C106195933 @default.
• W3033147585 hasConcept C11413529 @default.
• W3033147585 hasConcept C114614502 @default.
• W3033147585 hasConcept C121332964 @default.
• W3033147585 hasConcept C138885662 @default.
• W3033147585 hasConcept C154945302 @default.
• W3033147585 hasConcept C159985019 @default.
• W3033147585 hasConcept C163716315 @default.
• W3033147585 hasConcept C171752962 @default.
• W3033147585 hasConcept C192562407 @default.
• W3033147585 hasConcept C204323151 @default.
• W3033147585 hasConcept C207390915 @default.
• W3033147585 hasConcept C28826006 @default.
• W3033147585 hasConcept C33923547 @default.
• W3033147585 hasConcept C41008148 @default.
• W3033147585 hasConcept C41895202 @default.
• W3033147585 hasConcept C61326573 @default.
• W3033147585 hasConcept C62520636 @default.
• W3033147585 hasConcept C74193536 @default.
• W3033147585 hasConceptScore W3033147585C105795698 @default.
• W3033147585 hasConceptScore W3033147585C106195933 @default.
• W3033147585 hasConceptScore W3033147585C11413529 @default.
• W3033147585 hasConceptScore W3033147585C114614502 @default.
• W3033147585 hasConceptScore W3033147585C121332964 @default.
• W3033147585 hasConceptScore W3033147585C138885662 @default.
• W3033147585 hasConceptScore W3033147585C154945302 @default.
• W3033147585 hasConceptScore W3033147585C159985019 @default.
• W3033147585 hasConceptScore W3033147585C163716315 @default.
• W3033147585 hasConceptScore W3033147585C171752962 @default.
• W3033147585 hasConceptScore W3033147585C192562407 @default.
• W3033147585 hasConceptScore W3033147585C204323151 @default.
• W3033147585 hasConceptScore W3033147585C207390915 @default.
• W3033147585 hasConceptScore W3033147585C28826006 @default.
• W3033147585 hasConceptScore W3033147585C33923547 @default.
• W3033147585 hasConceptScore W3033147585C41008148 @default.
• W3033147585 hasConceptScore W3033147585C41895202 @default.

• next