FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3132350540> ?p ?o ?g. }

• W3132350540 abstract "We study the extent to which wide neural networks may be approximated by Gaussian processes when initialized with random weights. It is a well-established fact that as the width of a network goes to infinity, its law converges to that of a Gaussian process. We make this quantitative by establishing explicit convergence rates for the central limit theorem in an infinite-dimensional functional space, metrized with a natural transportation distance. We identify two regimes of interest; when the activation function is polynomial, its degree determines the rate of convergence, while for non-polynomial activations, the rate is governed by the smoothness of the function." @default.
• W3132350540 created "2021-03-01" @default.
• W3132350540 creator A5011758954 @default.
• W3132350540 creator A5081583404 @default.
• W3132350540 creator A5086897744 @default.
• W3132350540 date "2021-02-17" @default.
• W3132350540 modified "2023-09-27" @default.
• W3132350540 title "Non-asymptotic approximations of neural networks by Gaussian processes" @default.
• W3132350540 cites W2004082955 @default.
• W3132350540 cites W2020541148 @default.
• W3132350540 cites W2103496339 @default.
• W3132350540 cites W2166116275 @default.
• W3132350540 cites W2212676342 @default.
• W3132350540 cites W2572853671 @default.
• W3132350540 cites W2604280509 @default.
• W3132350540 cites W2809090039 @default.
• W3132350540 cites W2910655610 @default.
• W3132350540 cites W2913473169 @default.
• W3132350540 cites W2952204734 @default.
• W3132350540 cites W2962685794 @default.
• W3132350540 cites W2962939986 @default.
• W3132350540 cites W2963095610 @default.
• W3132350540 cites W2963323437 @default.
• W3132350540 cites W2963470399 @default.
• W3132350540 cites W2964915616 @default.
• W3132350540 cites W2970289029 @default.
• W3132350540 cites W2971043187 @default.
• W3132350540 cites W2978199389 @default.
• W3132350540 cites W2981549002 @default.
• W3132350540 cites W3005475467 @default.
• W3132350540 cites W3007012362 @default.
• W3132350540 cites W3029984646 @default.
• W3132350540 cites W3035216170 @default.
• W3132350540 cites W3047998341 @default.
• W3132350540 cites W3054558126 @default.
• W3132350540 cites W3099132019 @default.
• W3132350540 cites W3125537303 @default.
• W3132350540 hasPublicationYear "2021" @default.
• W3132350540 type Work @default.
• W3132350540 sameAs 3132350540 @default.
• W3132350540 citedByCount "2" @default.
• W3132350540 countsByYear W31323505402021 @default.
• W3132350540 crossrefType "posted-content" @default.
• W3132350540 hasAuthorship W3132350540A5011758954 @default.
• W3132350540 hasAuthorship W3132350540A5081583404 @default.
• W3132350540 hasAuthorship W3132350540A5086897744 @default.
• W3132350540 hasConcept C102634674 @default.
• W3132350540 hasConcept C121332964 @default.
• W3132350540 hasConcept C127162648 @default.
• W3132350540 hasConcept C134306372 @default.
• W3132350540 hasConcept C14036430 @default.
• W3132350540 hasConcept C151201525 @default.
• W3132350540 hasConcept C154945302 @default.
• W3132350540 hasConcept C162324750 @default.
• W3132350540 hasConcept C163716315 @default.
• W3132350540 hasConcept C2777303404 @default.
• W3132350540 hasConcept C28826006 @default.
• W3132350540 hasConcept C31258907 @default.
• W3132350540 hasConcept C33923547 @default.
• W3132350540 hasConcept C41008148 @default.
• W3132350540 hasConcept C50522688 @default.
• W3132350540 hasConcept C50644808 @default.
• W3132350540 hasConcept C57869625 @default.
• W3132350540 hasConcept C61326573 @default.
• W3132350540 hasConcept C62520636 @default.
• W3132350540 hasConcept C7321624 @default.
• W3132350540 hasConcept C78458016 @default.
• W3132350540 hasConcept C86803240 @default.
• W3132350540 hasConcept C90119067 @default.
• W3132350540 hasConceptScore W3132350540C102634674 @default.
• W3132350540 hasConceptScore W3132350540C121332964 @default.
• W3132350540 hasConceptScore W3132350540C127162648 @default.
• W3132350540 hasConceptScore W3132350540C134306372 @default.
• W3132350540 hasConceptScore W3132350540C14036430 @default.
• W3132350540 hasConceptScore W3132350540C151201525 @default.
• W3132350540 hasConceptScore W3132350540C154945302 @default.
• W3132350540 hasConceptScore W3132350540C162324750 @default.
• W3132350540 hasConceptScore W3132350540C163716315 @default.
• W3132350540 hasConceptScore W3132350540C2777303404 @default.
• W3132350540 hasConceptScore W3132350540C28826006 @default.
• W3132350540 hasConceptScore W3132350540C31258907 @default.
• W3132350540 hasConceptScore W3132350540C33923547 @default.
• W3132350540 hasConceptScore W3132350540C41008148 @default.
• W3132350540 hasConceptScore W3132350540C50522688 @default.
• W3132350540 hasConceptScore W3132350540C50644808 @default.
• W3132350540 hasConceptScore W3132350540C57869625 @default.
• W3132350540 hasConceptScore W3132350540C61326573 @default.
• W3132350540 hasConceptScore W3132350540C62520636 @default.
• W3132350540 hasConceptScore W3132350540C7321624 @default.
• W3132350540 hasConceptScore W3132350540C78458016 @default.
• W3132350540 hasConceptScore W3132350540C86803240 @default.
• W3132350540 hasConceptScore W3132350540C90119067 @default.
• W3132350540 hasLocation W31323505401 @default.
• W3132350540 hasOpenAccess W3132350540 @default.
• W3132350540 hasPrimaryLocation W31323505401 @default.
• W3132350540 hasRelatedWork W1968149591 @default.
• W3132350540 hasRelatedWork W1979373714 @default.
• W3132350540 hasRelatedWork W2017288329 @default.
• W3132350540 hasRelatedWork W2031312428 @default.
• W3132350540 hasRelatedWork W2063559114 @default.

• next