Matches in SemOpenAlex for { <https://semopenalex.org/work/W3123232560> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W3123232560 endingPage "689" @default.
- W3123232560 startingPage "678" @default.
- W3123232560 abstract "In this paper, we revisit the recently established theoretical guarantees for the convergence of the Langevin Monte Carlo algorithm of sampling from a smooth and (strongly) log-concave density. We improve the existing results when the convergence is measured in the Wasserstein distance and provide further insights on the very tight relations between, on the one hand, the Langevin Monte Carlo for sampling and, on the other hand, the gradient descent for optimization. Finally, we also establish guarantees for the convergence of a version of the Langevin Monte Carlo algorithm that is based on noisy evaluations of the gradient." @default.
- W3123232560 created "2021-02-01" @default.
- W3123232560 creator A5038868699 @default.
- W3123232560 date "2017-06-18" @default.
- W3123232560 modified "2023-10-04" @default.
- W3123232560 title "Further and stronger analogy between sampling and optimization: Langevin Monte Carlo and gradient descent" @default.
- W3123232560 hasPublicationYear "2017" @default.
- W3123232560 type Work @default.
- W3123232560 sameAs 3123232560 @default.
- W3123232560 citedByCount "21" @default.
- W3123232560 countsByYear W31232325602017 @default.
- W3123232560 countsByYear W31232325602018 @default.
- W3123232560 countsByYear W31232325602019 @default.
- W3123232560 countsByYear W31232325602020 @default.
- W3123232560 countsByYear W31232325602021 @default.
- W3123232560 crossrefType "proceedings-article" @default.
- W3123232560 hasAuthorship W3123232560A5038868699 @default.
- W3123232560 hasConcept C105795698 @default.
- W3123232560 hasConcept C106131492 @default.
- W3123232560 hasConcept C111350023 @default.
- W3123232560 hasConcept C121332964 @default.
- W3123232560 hasConcept C121864883 @default.
- W3123232560 hasConcept C126255220 @default.
- W3123232560 hasConcept C13153151 @default.
- W3123232560 hasConcept C132725507 @default.
- W3123232560 hasConcept C140779682 @default.
- W3123232560 hasConcept C153258448 @default.
- W3123232560 hasConcept C154945302 @default.
- W3123232560 hasConcept C162324750 @default.
- W3123232560 hasConcept C19499675 @default.
- W3123232560 hasConcept C204493344 @default.
- W3123232560 hasConcept C206688291 @default.
- W3123232560 hasConcept C2777303404 @default.
- W3123232560 hasConcept C2780004032 @default.
- W3123232560 hasConcept C28826006 @default.
- W3123232560 hasConcept C31972630 @default.
- W3123232560 hasConcept C33923547 @default.
- W3123232560 hasConcept C41008148 @default.
- W3123232560 hasConcept C50522688 @default.
- W3123232560 hasConcept C50644808 @default.
- W3123232560 hasConceptScore W3123232560C105795698 @default.
- W3123232560 hasConceptScore W3123232560C106131492 @default.
- W3123232560 hasConceptScore W3123232560C111350023 @default.
- W3123232560 hasConceptScore W3123232560C121332964 @default.
- W3123232560 hasConceptScore W3123232560C121864883 @default.
- W3123232560 hasConceptScore W3123232560C126255220 @default.
- W3123232560 hasConceptScore W3123232560C13153151 @default.
- W3123232560 hasConceptScore W3123232560C132725507 @default.
- W3123232560 hasConceptScore W3123232560C140779682 @default.
- W3123232560 hasConceptScore W3123232560C153258448 @default.
- W3123232560 hasConceptScore W3123232560C154945302 @default.
- W3123232560 hasConceptScore W3123232560C162324750 @default.
- W3123232560 hasConceptScore W3123232560C19499675 @default.
- W3123232560 hasConceptScore W3123232560C204493344 @default.
- W3123232560 hasConceptScore W3123232560C206688291 @default.
- W3123232560 hasConceptScore W3123232560C2777303404 @default.
- W3123232560 hasConceptScore W3123232560C2780004032 @default.
- W3123232560 hasConceptScore W3123232560C28826006 @default.
- W3123232560 hasConceptScore W3123232560C31972630 @default.
- W3123232560 hasConceptScore W3123232560C33923547 @default.
- W3123232560 hasConceptScore W3123232560C41008148 @default.
- W3123232560 hasConceptScore W3123232560C50522688 @default.
- W3123232560 hasConceptScore W3123232560C50644808 @default.
- W3123232560 hasLocation W31232325601 @default.
- W3123232560 hasOpenAccess W3123232560 @default.
- W3123232560 hasPrimaryLocation W31232325601 @default.
- W3123232560 hasRelatedWork W1983452151 @default.
- W3123232560 hasRelatedWork W2071048859 @default.
- W3123232560 hasRelatedWork W2167433878 @default.
- W3123232560 hasRelatedWork W2222154095 @default.
- W3123232560 hasRelatedWork W2562674776 @default.
- W3123232560 hasRelatedWork W2605571341 @default.
- W3123232560 hasRelatedWork W2788970794 @default.
- W3123232560 hasRelatedWork W2802698595 @default.
- W3123232560 hasRelatedWork W2883697110 @default.
- W3123232560 hasRelatedWork W2911398476 @default.
- W3123232560 hasRelatedWork W2962732346 @default.
- W3123232560 hasRelatedWork W2962794482 @default.
- W3123232560 hasRelatedWork W2962839956 @default.
- W3123232560 hasRelatedWork W2963038177 @default.
- W3123232560 hasRelatedWork W2963599479 @default.
- W3123232560 hasRelatedWork W2964301034 @default.
- W3123232560 hasRelatedWork W2971225791 @default.
- W3123232560 hasRelatedWork W2989903490 @default.
- W3123232560 hasRelatedWork W3163522496 @default.
- W3123232560 hasRelatedWork W3176074271 @default.
- W3123232560 isParatext "false" @default.
- W3123232560 isRetracted "false" @default.
- W3123232560 magId "3123232560" @default.
- W3123232560 workType "article" @default.