Matches in SemOpenAlex for { <https://semopenalex.org/work/W4300405920> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W4300405920 abstract "We consider a network scenario in which agents can evaluate each other according to a score graph that models some interactions. The goal is to design a distributed protocol, run by the agents, that allows them to learn their unknown state among a finite set of possible values. We propose a Bayesian framework in which scores and states are associated to probabilistic events with unknown parameters and hyperparameters, respectively. We show that each agent can learn its state by means of a local Bayesian classifier and a (centralized) Maximum-Likelihood (ML) estimator of parameter-hyperparameter that combines plain ML and Empirical Bayes approaches. By using tools from graphical models, which allow us to gain insight on conditional dependencies of scores and states, we provide a relaxed probabilistic model that ultimately leads to a parameter-hyperparameter estimator amenable to distributed computation. To highlight the appropriateness of the proposed relaxation, we demonstrate the distributed estimators on a social interaction set-up for user profiling." @default.
- W4300405920 created "2022-10-03" @default.
- W4300405920 creator A5043275553 @default.
- W4300405920 creator A5061818687 @default.
- W4300405920 creator A5074395923 @default.
- W4300405920 date "2018-06-04" @default.
- W4300405920 modified "2023-09-27" @default.
- W4300405920 title "Distributed Learning from Interactions in Social Networks" @default.
- W4300405920 doi "https://doi.org/10.48550/arxiv.1806.01003" @default.
- W4300405920 hasPublicationYear "2018" @default.
- W4300405920 type Work @default.
- W4300405920 citedByCount "0" @default.
- W4300405920 crossrefType "posted-content" @default.
- W4300405920 hasAuthorship W4300405920A5043275553 @default.
- W4300405920 hasAuthorship W4300405920A5061818687 @default.
- W4300405920 hasAuthorship W4300405920A5074395923 @default.
- W4300405920 hasBestOaLocation W43004059201 @default.
- W4300405920 hasConcept C105795698 @default.
- W4300405920 hasConcept C107673813 @default.
- W4300405920 hasConcept C11413529 @default.
- W4300405920 hasConcept C119857082 @default.
- W4300405920 hasConcept C132525143 @default.
- W4300405920 hasConcept C154945302 @default.
- W4300405920 hasConcept C155846161 @default.
- W4300405920 hasConcept C185429906 @default.
- W4300405920 hasConcept C207201462 @default.
- W4300405920 hasConcept C33724603 @default.
- W4300405920 hasConcept C33923547 @default.
- W4300405920 hasConcept C41008148 @default.
- W4300405920 hasConcept C45374587 @default.
- W4300405920 hasConcept C49937458 @default.
- W4300405920 hasConcept C80444323 @default.
- W4300405920 hasConcept C8642999 @default.
- W4300405920 hasConcept C95623464 @default.
- W4300405920 hasConceptScore W4300405920C105795698 @default.
- W4300405920 hasConceptScore W4300405920C107673813 @default.
- W4300405920 hasConceptScore W4300405920C11413529 @default.
- W4300405920 hasConceptScore W4300405920C119857082 @default.
- W4300405920 hasConceptScore W4300405920C132525143 @default.
- W4300405920 hasConceptScore W4300405920C154945302 @default.
- W4300405920 hasConceptScore W4300405920C155846161 @default.
- W4300405920 hasConceptScore W4300405920C185429906 @default.
- W4300405920 hasConceptScore W4300405920C207201462 @default.
- W4300405920 hasConceptScore W4300405920C33724603 @default.
- W4300405920 hasConceptScore W4300405920C33923547 @default.
- W4300405920 hasConceptScore W4300405920C41008148 @default.
- W4300405920 hasConceptScore W4300405920C45374587 @default.
- W4300405920 hasConceptScore W4300405920C49937458 @default.
- W4300405920 hasConceptScore W4300405920C80444323 @default.
- W4300405920 hasConceptScore W4300405920C8642999 @default.
- W4300405920 hasConceptScore W4300405920C95623464 @default.
- W4300405920 hasLocation W43004059201 @default.
- W4300405920 hasLocation W43004059202 @default.
- W4300405920 hasOpenAccess W4300405920 @default.
- W4300405920 hasPrimaryLocation W43004059201 @default.
- W4300405920 hasRelatedWork W1855545935 @default.
- W4300405920 hasRelatedWork W2104279947 @default.
- W4300405920 hasRelatedWork W2128214664 @default.
- W4300405920 hasRelatedWork W2210219486 @default.
- W4300405920 hasRelatedWork W2561451072 @default.
- W4300405920 hasRelatedWork W2921518676 @default.
- W4300405920 hasRelatedWork W2951881983 @default.
- W4300405920 hasRelatedWork W4210794429 @default.
- W4300405920 hasRelatedWork W4295309597 @default.
- W4300405920 hasRelatedWork W4301430442 @default.
- W4300405920 isParatext "false" @default.
- W4300405920 isRetracted "false" @default.
- W4300405920 workType "article" @default.