Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890933397> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W2890933397 abstract "Recovering a decentralized low-rank matrix from an incomplete set of its entries is one of great research interests. Privacy makes our issue difficult. In this paper, we propose a novel scheme that allows analysts to perform great aggregate analysis while guaranteeing meaningful protection of each individuals privacy. Differential privacy aims to ensure means to maximize the accuracy of queries from statistical databases while minimizing the probabilities of identifying its records. With adding Gaussian noise, we are able to achieve this goal. First, we present an algorithm for private matrix completion. Secondly, we provide theoretical results for required Gaussian noise. Finally, we compare the performance of the proposed algorithm with the state-of-the-art, while both achieves the same level of differential privacy." @default.
- W2890933397 created "2018-09-27" @default.
- W2890933397 creator A5029041038 @default.
- W2890933397 creator A5031303896 @default.
- W2890933397 creator A5038034507 @default.
- W2890933397 creator A5054560949 @default.
- W2890933397 creator A5076538075 @default.
- W2890933397 date "2018-08-01" @default.
- W2890933397 modified "2023-09-23" @default.
- W2890933397 title "Differentially Private Matrix Completion via Distributed Matrix Factorization" @default.
- W2890933397 cites W1529158540 @default.
- W2890933397 cites W2019796561 @default.
- W2890933397 cites W2060204507 @default.
- W2890933397 doi "https://doi.org/10.1109/trustcom/bigdatase.2018.00239" @default.
- W2890933397 hasPublicationYear "2018" @default.
- W2890933397 type Work @default.
- W2890933397 sameAs 2890933397 @default.
- W2890933397 citedByCount "2" @default.
- W2890933397 countsByYear W28909333972021 @default.
- W2890933397 countsByYear W28909333972022 @default.
- W2890933397 crossrefType "proceedings-article" @default.
- W2890933397 hasAuthorship W2890933397A5029041038 @default.
- W2890933397 hasAuthorship W2890933397A5031303896 @default.
- W2890933397 hasAuthorship W2890933397A5038034507 @default.
- W2890933397 hasAuthorship W2890933397A5054560949 @default.
- W2890933397 hasAuthorship W2890933397A5076538075 @default.
- W2890933397 hasConcept C106487976 @default.
- W2890933397 hasConcept C121332964 @default.
- W2890933397 hasConcept C158693339 @default.
- W2890933397 hasConcept C159985019 @default.
- W2890933397 hasConcept C163716315 @default.
- W2890933397 hasConcept C192562407 @default.
- W2890933397 hasConcept C2778459887 @default.
- W2890933397 hasConcept C2779538338 @default.
- W2890933397 hasConcept C2988995629 @default.
- W2890933397 hasConcept C41008148 @default.
- W2890933397 hasConcept C42355184 @default.
- W2890933397 hasConcept C46141821 @default.
- W2890933397 hasConcept C62520636 @default.
- W2890933397 hasConceptScore W2890933397C106487976 @default.
- W2890933397 hasConceptScore W2890933397C121332964 @default.
- W2890933397 hasConceptScore W2890933397C158693339 @default.
- W2890933397 hasConceptScore W2890933397C159985019 @default.
- W2890933397 hasConceptScore W2890933397C163716315 @default.
- W2890933397 hasConceptScore W2890933397C192562407 @default.
- W2890933397 hasConceptScore W2890933397C2778459887 @default.
- W2890933397 hasConceptScore W2890933397C2779538338 @default.
- W2890933397 hasConceptScore W2890933397C2988995629 @default.
- W2890933397 hasConceptScore W2890933397C41008148 @default.
- W2890933397 hasConceptScore W2890933397C42355184 @default.
- W2890933397 hasConceptScore W2890933397C46141821 @default.
- W2890933397 hasConceptScore W2890933397C62520636 @default.
- W2890933397 hasLocation W28909333971 @default.
- W2890933397 hasOpenAccess W2890933397 @default.
- W2890933397 hasPrimaryLocation W28909333971 @default.
- W2890933397 hasRelatedWork W1980119287 @default.
- W2890933397 hasRelatedWork W2054519467 @default.
- W2890933397 hasRelatedWork W2608837879 @default.
- W2890933397 hasRelatedWork W2769536577 @default.
- W2890933397 hasRelatedWork W2789229307 @default.
- W2890933397 hasRelatedWork W3008170732 @default.
- W2890933397 hasRelatedWork W3014005838 @default.
- W2890933397 hasRelatedWork W3115944395 @default.
- W2890933397 hasRelatedWork W3118793956 @default.
- W2890933397 hasRelatedWork W4288090868 @default.
- W2890933397 isParatext "false" @default.
- W2890933397 isRetracted "false" @default.
- W2890933397 magId "2890933397" @default.
- W2890933397 workType "article" @default.