FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2103759851> ?p ?o ?g. }

• W2103759851 endingPage "962" @default.
• W2103759851 startingPage "954" @default.
• W2103759851 abstract "Although spectral clustering has enjoyed considerable empirical success in machine learning, its theoretical properties are not yet fully developed. We analyze the performance of a spectral algorithm for hierarchical clustering and show that on a class of hierarchically structured similarity matrices, this algorithm can tolerate noise that grows with the number of data points while still perfectly recovering the hierarchical clusters with high probability. We additionally improve upon previous results for k-way spectral clustering to derive conditions under which spectral clustering makes no mistakes. Further, using minimax analysis, we derive tight upper and lower bounds for the clustering problem and compare the performance of spectral clustering to these information theoretic limits. We also present experiments on simulated and real world data illustrating our results." @default.
• W2103759851 created "2016-06-24" @default.
• W2103759851 creator A5000807861 @default.
• W2103759851 creator A5015082848 @default.
• W2103759851 creator A5077874981 @default.
• W2103759851 creator A5079499739 @default.
• W2103759851 date "2011-12-12" @default.
• W2103759851 modified "2023-09-25" @default.
• W2103759851 title "Noise Thresholds for Spectral Clustering" @default.
• W2103759851 cites W1574816920 @default.
• W2103759851 cites W1605711022 @default.
• W2103759851 cites W2065409549 @default.
• W2103759851 cites W2073583237 @default.
• W2103759851 cites W2141885858 @default.
• W2103759851 cites W2146407935 @default.
• W2103759851 cites W2165011536 @default.
• W2103759851 cites W2165874743 @default.
• W2103759851 cites W2949364901 @default.
• W2103759851 cites W2952995770 @default.
• W2103759851 cites W305865050 @default.
• W2103759851 doi "https://doi.org/10.1184/r1/6475928.v1" @default.
• W2103759851 hasPublicationYear "2011" @default.
• W2103759851 type Work @default.
• W2103759851 sameAs 2103759851 @default.
• W2103759851 citedByCount "45" @default.
• W2103759851 countsByYear W21037598512012 @default.
• W2103759851 countsByYear W21037598512013 @default.
• W2103759851 countsByYear W21037598512014 @default.
• W2103759851 countsByYear W21037598512015 @default.
• W2103759851 countsByYear W21037598512016 @default.
• W2103759851 countsByYear W21037598512017 @default.
• W2103759851 countsByYear W21037598512018 @default.
• W2103759851 countsByYear W21037598512019 @default.
• W2103759851 countsByYear W21037598512020 @default.
• W2103759851 countsByYear W21037598512021 @default.
• W2103759851 crossrefType "proceedings-article" @default.
• W2103759851 hasAuthorship W2103759851A5000807861 @default.
• W2103759851 hasAuthorship W2103759851A5015082848 @default.
• W2103759851 hasAuthorship W2103759851A5077874981 @default.
• W2103759851 hasAuthorship W2103759851A5079499739 @default.
• W2103759851 hasConcept C105611402 @default.
• W2103759851 hasConcept C11413529 @default.
• W2103759851 hasConcept C115961682 @default.
• W2103759851 hasConcept C124101348 @default.
• W2103759851 hasConcept C126255220 @default.
• W2103759851 hasConcept C149728462 @default.
• W2103759851 hasConcept C153180895 @default.
• W2103759851 hasConcept C154945302 @default.
• W2103759851 hasConcept C17212007 @default.
• W2103759851 hasConcept C193143536 @default.
• W2103759851 hasConcept C33704608 @default.
• W2103759851 hasConcept C33923547 @default.
• W2103759851 hasConcept C41008148 @default.
• W2103759851 hasConcept C73555534 @default.
• W2103759851 hasConcept C92835128 @default.
• W2103759851 hasConcept C94641424 @default.
• W2103759851 hasConcept C99498987 @default.
• W2103759851 hasConceptScore W2103759851C105611402 @default.
• W2103759851 hasConceptScore W2103759851C11413529 @default.
• W2103759851 hasConceptScore W2103759851C115961682 @default.
• W2103759851 hasConceptScore W2103759851C124101348 @default.
• W2103759851 hasConceptScore W2103759851C126255220 @default.
• W2103759851 hasConceptScore W2103759851C149728462 @default.
• W2103759851 hasConceptScore W2103759851C153180895 @default.
• W2103759851 hasConceptScore W2103759851C154945302 @default.
• W2103759851 hasConceptScore W2103759851C17212007 @default.
• W2103759851 hasConceptScore W2103759851C193143536 @default.
• W2103759851 hasConceptScore W2103759851C33704608 @default.
• W2103759851 hasConceptScore W2103759851C33923547 @default.
• W2103759851 hasConceptScore W2103759851C41008148 @default.
• W2103759851 hasConceptScore W2103759851C73555534 @default.
• W2103759851 hasConceptScore W2103759851C92835128 @default.
• W2103759851 hasConceptScore W2103759851C94641424 @default.
• W2103759851 hasConceptScore W2103759851C99498987 @default.
• W2103759851 hasLocation W21037598511 @default.
• W2103759851 hasOpenAccess W2103759851 @default.
• W2103759851 hasPrimaryLocation W21037598511 @default.
• W2103759851 hasRelatedWork W1605711022 @default.
• W2103759851 hasRelatedWork W1803708361 @default.
• W2103759851 hasRelatedWork W1970377488 @default.
• W2103759851 hasRelatedWork W2002276939 @default.
• W2103759851 hasRelatedWork W2004531067 @default.
• W2103759851 hasRelatedWork W2024128809 @default.
• W2103759851 hasRelatedWork W2064274783 @default.
• W2103759851 hasRelatedWork W2095293504 @default.
• W2103759851 hasRelatedWork W2102907934 @default.
• W2103759851 hasRelatedWork W2119998616 @default.
• W2103759851 hasRelatedWork W2121947440 @default.
• W2103759851 hasRelatedWork W2132914434 @default.
• W2103759851 hasRelatedWork W2133361319 @default.
• W2103759851 hasRelatedWork W2165874743 @default.
• W2103759851 hasRelatedWork W2963798309 @default.
• W2103759851 hasRelatedWork W2964179623 @default.
• W2103759851 hasRelatedWork W3100144903 @default.
• W2103759851 hasRelatedWork W3101919829 @default.
• W2103759851 hasRelatedWork W3104227803 @default.
• W2103759851 hasRelatedWork W857387926 @default.
• W2103759851 hasVolume "24" @default.

• next