FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912205774> ?p ?o ?g. }

• W2912205774 abstract "Several distributed-optimization setups involve a group of agents coordinated by a central entity (coordinator), altogether operating in a collaborative framework. In such environments, it is often common that the agents solve proximal minimization problems that are hidden from the central coordinator. We develop a scheme for reducing communication between the agents and the coordinator based on learning the agents’ proximal operators with Gaussian Processes. The scheme learns a Gaussian Process model of the proximal operator associated with each agent from historical data collected at past query points. These models enable probabilistic predictions of the solutions to the local proximal minimization problems. Based on the predictive variance returned by a model, representative of its prediction confidence, an adaptive mechanism allows the coordinator to decide whether to communicate with the associated agent. The accuracy of the Gaussian Process models results in significant communication reduction, as demonstrated in simulations of a distributed optimal power dispatch application." @default.
• W2912205774 created "2019-02-21" @default.
• W2912205774 creator A5021671983 @default.
• W2912205774 creator A5053523021 @default.
• W2912205774 creator A5085117832 @default.
• W2912205774 date "2018-10-01" @default.
• W2912205774 modified "2023-10-14" @default.
• W2912205774 title "Learning Proximal Operators with Gaussian Processes" @default.
• W2912205774 cites W1409984952 @default.
• W2912205774 cites W1746819321 @default.
• W2912205774 cites W1926652053 @default.
• W2912205774 cites W2098626000 @default.
• W2912205774 cites W2164278908 @default.
• W2912205774 cites W2199097987 @default.
• W2912205774 cites W2261625295 @default.
• W2912205774 cites W2409744450 @default.
• W2912205774 cites W2480512873 @default.
• W2912205774 cites W2536620281 @default.
• W2912205774 cites W2765257532 @default.
• W2912205774 cites W2790320198 @default.
• W2912205774 cites W2790781968 @default.
• W2912205774 cites W2913535645 @default.
• W2912205774 cites W2962741697 @default.
• W2912205774 doi "https://doi.org/10.1109/allerton.2018.8635898" @default.
• W2912205774 hasPublicationYear "2018" @default.
• W2912205774 type Work @default.
• W2912205774 sameAs 2912205774 @default.
• W2912205774 citedByCount "2" @default.
• W2912205774 countsByYear W29122057742020 @default.
• W2912205774 countsByYear W29122057742022 @default.
• W2912205774 crossrefType "proceedings-article" @default.
• W2912205774 hasAuthorship W2912205774A5021671983 @default.
• W2912205774 hasAuthorship W2912205774A5053523021 @default.
• W2912205774 hasAuthorship W2912205774A5085117832 @default.
• W2912205774 hasConcept C104317684 @default.
• W2912205774 hasConcept C111335779 @default.
• W2912205774 hasConcept C111919701 @default.
• W2912205774 hasConcept C119857082 @default.
• W2912205774 hasConcept C120314980 @default.
• W2912205774 hasConcept C121332964 @default.
• W2912205774 hasConcept C121955636 @default.
• W2912205774 hasConcept C124101348 @default.
• W2912205774 hasConcept C126255220 @default.
• W2912205774 hasConcept C134306372 @default.
• W2912205774 hasConcept C144133560 @default.
• W2912205774 hasConcept C147764199 @default.
• W2912205774 hasConcept C154945302 @default.
• W2912205774 hasConcept C158448853 @default.
• W2912205774 hasConcept C163716315 @default.
• W2912205774 hasConcept C17020691 @default.
• W2912205774 hasConcept C185592680 @default.
• W2912205774 hasConcept C196083921 @default.
• W2912205774 hasConcept C199360897 @default.
• W2912205774 hasConcept C2524010 @default.
• W2912205774 hasConcept C33923547 @default.
• W2912205774 hasConcept C41008148 @default.
• W2912205774 hasConcept C49937458 @default.
• W2912205774 hasConcept C55493867 @default.
• W2912205774 hasConcept C61326573 @default.
• W2912205774 hasConcept C62520636 @default.
• W2912205774 hasConcept C77618280 @default.
• W2912205774 hasConcept C86339819 @default.
• W2912205774 hasConcept C98045186 @default.
• W2912205774 hasConceptScore W2912205774C104317684 @default.
• W2912205774 hasConceptScore W2912205774C111335779 @default.
• W2912205774 hasConceptScore W2912205774C111919701 @default.
• W2912205774 hasConceptScore W2912205774C119857082 @default.
• W2912205774 hasConceptScore W2912205774C120314980 @default.
• W2912205774 hasConceptScore W2912205774C121332964 @default.
• W2912205774 hasConceptScore W2912205774C121955636 @default.
• W2912205774 hasConceptScore W2912205774C124101348 @default.
• W2912205774 hasConceptScore W2912205774C126255220 @default.
• W2912205774 hasConceptScore W2912205774C134306372 @default.
• W2912205774 hasConceptScore W2912205774C144133560 @default.
• W2912205774 hasConceptScore W2912205774C147764199 @default.
• W2912205774 hasConceptScore W2912205774C154945302 @default.
• W2912205774 hasConceptScore W2912205774C158448853 @default.
• W2912205774 hasConceptScore W2912205774C163716315 @default.
• W2912205774 hasConceptScore W2912205774C17020691 @default.
• W2912205774 hasConceptScore W2912205774C185592680 @default.
• W2912205774 hasConceptScore W2912205774C196083921 @default.
• W2912205774 hasConceptScore W2912205774C199360897 @default.
• W2912205774 hasConceptScore W2912205774C2524010 @default.
• W2912205774 hasConceptScore W2912205774C33923547 @default.
• W2912205774 hasConceptScore W2912205774C41008148 @default.
• W2912205774 hasConceptScore W2912205774C49937458 @default.
• W2912205774 hasConceptScore W2912205774C55493867 @default.
• W2912205774 hasConceptScore W2912205774C61326573 @default.
• W2912205774 hasConceptScore W2912205774C62520636 @default.
• W2912205774 hasConceptScore W2912205774C77618280 @default.
• W2912205774 hasConceptScore W2912205774C86339819 @default.
• W2912205774 hasConceptScore W2912205774C98045186 @default.
• W2912205774 hasLocation W29122057741 @default.
• W2912205774 hasOpenAccess W2912205774 @default.
• W2912205774 hasPrimaryLocation W29122057741 @default.
• W2912205774 hasRelatedWork W2017212727 @default.
• W2912205774 hasRelatedWork W2106389878 @default.
• W2912205774 hasRelatedWork W2386451116 @default.
• W2912205774 hasRelatedWork W2754548653 @default.
• W2912205774 hasRelatedWork W2772904837 @default.

• next