FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2898894718> ?p ?o ?g. }

• W2898894718 abstract "An Euler discretization of the Langevin diffusion is known to converge to the global minimizers of certain convex and non-convex optimization problems. We show that this property holds for any suitably smooth diffusion and that different diffusions are suitable for optimizing different classes of convex and non-convex functions. This allows us to design diffusions suitable for globally optimizing convex and non-convex functions not covered by the existing Langevin theory. Our non-asymptotic analysis delivers computable optimization and integration error bounds based on easily accessed properties of the objective and chosen diffusion. Central to our approach are new explicit Stein factor bounds on the solutions of Poisson equations. We complement these results with improved optimization guarantees for targets other than the standard Gibbs measure." @default.
• W2898894718 created "2018-11-09" @default.
• W2898894718 creator A5017753135 @default.
• W2898894718 creator A5018151279 @default.
• W2898894718 creator A5022491830 @default.
• W2898894718 date "2018-10-29" @default.
• W2898894718 modified "2023-10-17" @default.
• W2898894718 title "Global Non-convex Optimization with Discretized Diffusions." @default.
• W2898894718 cites W1488614592 @default.
• W2898894718 cites W1982032418 @default.
• W2898894718 cites W2008618334 @default.
• W2898894718 cites W2020366183 @default.
• W2898894718 cites W2033819227 @default.
• W2898894718 cites W2104049095 @default.
• W2898894718 cites W2118439011 @default.
• W2898894718 cites W2122385821 @default.
• W2898894718 cites W2157005274 @default.
• W2898894718 cites W2167433878 @default.
• W2898894718 cites W2186210550 @default.
• W2898894718 cites W2222154095 @default.
• W2898894718 cites W2299799980 @default.
• W2898894718 cites W2408593047 @default.
• W2898894718 cites W2528137865 @default.
• W2898894718 cites W2590513847 @default.
• W2898894718 cites W2783417494 @default.
• W2898894718 cites W2802698595 @default.
• W2898894718 cites W2890773834 @default.
• W2898894718 cites W2962732346 @default.
• W2898894718 cites W2962794482 @default.
• W2898894718 cites W2963481221 @default.
• W2898894718 cites W2963627928 @default.
• W2898894718 cites W2980329363 @default.
• W2898894718 cites W3098512007 @default.
• W2898894718 hasPublicationYear "2018" @default.
• W2898894718 type Work @default.
• W2898894718 sameAs 2898894718 @default.
• W2898894718 citedByCount "1" @default.
• W2898894718 countsByYear W28988947182021 @default.
• W2898894718 crossrefType "posted-content" @default.
• W2898894718 hasAuthorship W2898894718A5017753135 @default.
• W2898894718 hasAuthorship W2898894718A5018151279 @default.
• W2898894718 hasAuthorship W2898894718A5022491830 @default.
• W2898894718 hasConcept C104317684 @default.
• W2898894718 hasConcept C112313634 @default.
• W2898894718 hasConcept C112680207 @default.
• W2898894718 hasConcept C12108790 @default.
• W2898894718 hasConcept C126255220 @default.
• W2898894718 hasConcept C127716648 @default.
• W2898894718 hasConcept C134306372 @default.
• W2898894718 hasConcept C145446738 @default.
• W2898894718 hasConcept C157972887 @default.
• W2898894718 hasConcept C185592680 @default.
• W2898894718 hasConcept C188082640 @default.
• W2898894718 hasConcept C200661725 @default.
• W2898894718 hasConcept C2524010 @default.
• W2898894718 hasConcept C28826006 @default.
• W2898894718 hasConcept C33923547 @default.
• W2898894718 hasConcept C41008148 @default.
• W2898894718 hasConcept C50862404 @default.
• W2898894718 hasConcept C55493867 @default.
• W2898894718 hasConcept C73000952 @default.
• W2898894718 hasConceptScore W2898894718C104317684 @default.
• W2898894718 hasConceptScore W2898894718C112313634 @default.
• W2898894718 hasConceptScore W2898894718C112680207 @default.
• W2898894718 hasConceptScore W2898894718C12108790 @default.
• W2898894718 hasConceptScore W2898894718C126255220 @default.
• W2898894718 hasConceptScore W2898894718C127716648 @default.
• W2898894718 hasConceptScore W2898894718C134306372 @default.
• W2898894718 hasConceptScore W2898894718C145446738 @default.
• W2898894718 hasConceptScore W2898894718C157972887 @default.
• W2898894718 hasConceptScore W2898894718C185592680 @default.
• W2898894718 hasConceptScore W2898894718C188082640 @default.
• W2898894718 hasConceptScore W2898894718C200661725 @default.
• W2898894718 hasConceptScore W2898894718C2524010 @default.
• W2898894718 hasConceptScore W2898894718C28826006 @default.
• W2898894718 hasConceptScore W2898894718C33923547 @default.
• W2898894718 hasConceptScore W2898894718C41008148 @default.
• W2898894718 hasConceptScore W2898894718C50862404 @default.
• W2898894718 hasConceptScore W2898894718C55493867 @default.
• W2898894718 hasConceptScore W2898894718C73000952 @default.
• W2898894718 hasLocation W28988947181 @default.
• W2898894718 hasOpenAccess W2898894718 @default.
• W2898894718 hasPrimaryLocation W28988947181 @default.
• W2898894718 hasRelatedWork W1997603494 @default.
• W2898894718 hasRelatedWork W2009010905 @default.
• W2898894718 hasRelatedWork W2075634658 @default.
• W2898894718 hasRelatedWork W2089580321 @default.
• W2898894718 hasRelatedWork W2093663468 @default.
• W2898894718 hasRelatedWork W2115726352 @default.
• W2898894718 hasRelatedWork W2138144773 @default.
• W2898894718 hasRelatedWork W2148886965 @default.
• W2898894718 hasRelatedWork W2310844257 @default.
• W2898894718 hasRelatedWork W2807971012 @default.
• W2898894718 hasRelatedWork W2898491283 @default.
• W2898894718 hasRelatedWork W2924136261 @default.
• W2898894718 hasRelatedWork W2949973360 @default.
• W2898894718 hasRelatedWork W2963333308 @default.
• W2898894718 hasRelatedWork W2964233044 @default.
• W2898894718 hasRelatedWork W2964350269 @default.
• W2898894718 hasRelatedWork W3088713018 @default.

• next