FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2107379425> ?p ?o ?g. }

• W2107379425 endingPage "441" @default.
• W2107379425 startingPage "433" @default.
• W2107379425 abstract "While robust parameter estimation has been well studied in parametric density estimation, there has been little investigation into robust density estimation in the nonparametric setting. We present a robust version of the popular kernel density estimator (KDE). As with other estimators, a robust version of the KDE is useful since sample contamination is a common issue with datasets. What means for a nonparametric density estimate is not straightforward and is a topic we explore in this paper. To construct a robust KDE we scale the traditional KDE and project it to its nearest weighted KDE in the L2 norm. This yields a scaled and projected KDE (SPKDE). Because the squared L2 norm penalizes point-wise errors superlinearly this causes the weighted KDE to allocate more weight to high density regions. We demonstrate the robustness of the SPKDE with numerical experiments and a consistency result which shows that asymptotically the SPKDE recovers the uncontaminated density under sufficient conditions on the contamination." @default.
• W2107379425 created "2016-06-24" @default.
• W2107379425 creator A5024149142 @default.
• W2107379425 creator A5042384985 @default.
• W2107379425 date "2014-12-08" @default.
• W2107379425 modified "2023-10-18" @default.
• W2107379425 title "Robust Kernel Density Estimation by Scaling and Projection in Hilbert Space" @default.
• W2107379425 cites W1582706191 @default.
• W2107379425 cites W1698155719 @default.
• W2107379425 cites W1978119584 @default.
• W2107379425 cites W1978259121 @default.
• W2107379425 cites W2008155663 @default.
• W2107379425 cites W2038117429 @default.
• W2107379425 cites W204885769 @default.
• W2107379425 cites W205960364 @default.
• W2107379425 cites W2061211758 @default.
• W2107379425 cites W2108067579 @default.
• W2107379425 cites W2110013771 @default.
• W2107379425 cites W2114128351 @default.
• W2107379425 cites W2129905273 @default.
• W2107379425 cites W2132870739 @default.
• W2107379425 cites W2137233422 @default.
• W2107379425 cites W2167717760 @default.
• W2107379425 cites W2170823753 @default.
• W2107379425 cites W2547788783 @default.
• W2107379425 cites W1857789879 @default.
• W2107379425 hasPublicationYear "2014" @default.
• W2107379425 type Work @default.
• W2107379425 sameAs 2107379425 @default.
• W2107379425 citedByCount "2" @default.
• W2107379425 countsByYear W21073794252020 @default.
• W2107379425 countsByYear W21073794252022 @default.
• W2107379425 crossrefType "proceedings-article" @default.
• W2107379425 hasAuthorship W2107379425A5024149142 @default.
• W2107379425 hasAuthorship W2107379425A5042384985 @default.
• W2107379425 hasConcept C102366305 @default.
• W2107379425 hasConcept C104317684 @default.
• W2107379425 hasConcept C105795698 @default.
• W2107379425 hasConcept C11413529 @default.
• W2107379425 hasConcept C114614502 @default.
• W2107379425 hasConcept C117251300 @default.
• W2107379425 hasConcept C122280245 @default.
• W2107379425 hasConcept C12267149 @default.
• W2107379425 hasConcept C126255220 @default.
• W2107379425 hasConcept C134306372 @default.
• W2107379425 hasConcept C154945302 @default.
• W2107379425 hasConcept C185429906 @default.
• W2107379425 hasConcept C185592680 @default.
• W2107379425 hasConcept C189508267 @default.
• W2107379425 hasConcept C195699287 @default.
• W2107379425 hasConcept C2524010 @default.
• W2107379425 hasConcept C33923547 @default.
• W2107379425 hasConcept C41008148 @default.
• W2107379425 hasConcept C55493867 @default.
• W2107379425 hasConcept C62799726 @default.
• W2107379425 hasConcept C63479239 @default.
• W2107379425 hasConcept C71134354 @default.
• W2107379425 hasConcept C74193536 @default.
• W2107379425 hasConcept C80884492 @default.
• W2107379425 hasConcept C84894716 @default.
• W2107379425 hasConcept C99844830 @default.
• W2107379425 hasConceptScore W2107379425C102366305 @default.
• W2107379425 hasConceptScore W2107379425C104317684 @default.
• W2107379425 hasConceptScore W2107379425C105795698 @default.
• W2107379425 hasConceptScore W2107379425C11413529 @default.
• W2107379425 hasConceptScore W2107379425C114614502 @default.
• W2107379425 hasConceptScore W2107379425C117251300 @default.
• W2107379425 hasConceptScore W2107379425C122280245 @default.
• W2107379425 hasConceptScore W2107379425C12267149 @default.
• W2107379425 hasConceptScore W2107379425C126255220 @default.
• W2107379425 hasConceptScore W2107379425C134306372 @default.
• W2107379425 hasConceptScore W2107379425C154945302 @default.
• W2107379425 hasConceptScore W2107379425C185429906 @default.
• W2107379425 hasConceptScore W2107379425C185592680 @default.
• W2107379425 hasConceptScore W2107379425C189508267 @default.
• W2107379425 hasConceptScore W2107379425C195699287 @default.
• W2107379425 hasConceptScore W2107379425C2524010 @default.
• W2107379425 hasConceptScore W2107379425C33923547 @default.
• W2107379425 hasConceptScore W2107379425C41008148 @default.
• W2107379425 hasConceptScore W2107379425C55493867 @default.
• W2107379425 hasConceptScore W2107379425C62799726 @default.
• W2107379425 hasConceptScore W2107379425C63479239 @default.
• W2107379425 hasConceptScore W2107379425C71134354 @default.
• W2107379425 hasConceptScore W2107379425C74193536 @default.
• W2107379425 hasConceptScore W2107379425C80884492 @default.
• W2107379425 hasConceptScore W2107379425C84894716 @default.
• W2107379425 hasConceptScore W2107379425C99844830 @default.
• W2107379425 hasLocation W21073794251 @default.
• W2107379425 hasOpenAccess W2107379425 @default.
• W2107379425 hasPrimaryLocation W21073794251 @default.
• W2107379425 hasRelatedWork W109205414 @default.
• W2107379425 hasRelatedWork W1900772788 @default.
• W2107379425 hasRelatedWork W2011689144 @default.
• W2107379425 hasRelatedWork W2034862428 @default.
• W2107379425 hasRelatedWork W2038387735 @default.
• W2107379425 hasRelatedWork W2039205468 @default.
• W2107379425 hasRelatedWork W2050237287 @default.
• W2107379425 hasRelatedWork W2070018789 @default.

• next