FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2229414382> ?p ?o ?g. }

• W2229414382 abstract "In this paper, we study the problem of sparse multiple kernel learning (MKL), where the goal is to efficiently learn a combination of a fixed small number of kernels from a large pool that could lead to a kernel classifier with a small prediction error. We develop an efficient algorithm based on the greedy coordinate descent algorithm, that is able to achieve a geometric convergence rate under appropriate conditions. The convergence rate is achieved by measuring the size of functional gradients by an empirical $ell_2$ norm that depends on the empirical data distribution. This is in contrast to previous algorithms that use a functional norm to measure the size of gradients, which is independent from the data samples. We also establish a generalization error bound of the learned sparse kernel classifier using the technique of local Rademacher complexity." @default.
• W2229414382 created "2016-06-24" @default.
• W2229414382 creator A5023288846 @default.
• W2229414382 creator A5069394608 @default.
• W2229414382 creator A5076083402 @default.
• W2229414382 date "2013-02-01" @default.
• W2229414382 modified "2023-09-27" @default.
• W2229414382 title "Sparse Multiple Kernel Learning with Geometric Convergence Rate" @default.
• W2229414382 cites W1518544712 @default.
• W2229414382 cites W1559159361 @default.
• W2229414382 cites W1578823744 @default.
• W2229414382 cites W1646506067 @default.
• W2229414382 cites W183163904 @default.
• W2229414382 cites W1914219707 @default.
• W2229414382 cites W1970781863 @default.
• W2229414382 cites W1984838032 @default.
• W2229414382 cites W1994520254 @default.
• W2229414382 cites W2031823405 @default.
• W2229414382 cites W2057516887 @default.
• W2229414382 cites W2095981367 @default.
• W2229414382 cites W2102113639 @default.
• W2229414382 cites W2104472920 @default.
• W2229414382 cites W2117866949 @default.
• W2229414382 cites W2120137102 @default.
• W2229414382 cites W2121033924 @default.
• W2229414382 cites W2123068691 @default.
• W2229414382 cites W2128035438 @default.
• W2229414382 cites W2128345262 @default.
• W2229414382 cites W2140069289 @default.
• W2229414382 cites W2145295623 @default.
• W2229414382 cites W2147854592 @default.
• W2229414382 cites W2154462399 @default.
• W2229414382 cites W2158422390 @default.
• W2229414382 cites W2160429500 @default.
• W2229414382 cites W2170356051 @default.
• W2229414382 cites W2527802255 @default.
• W2229414382 cites W2963075548 @default.
• W2229414382 cites W3123423968 @default.
• W2229414382 cites W648260396 @default.
• W2229414382 hasPublicationYear "2013" @default.
• W2229414382 type Work @default.
• W2229414382 sameAs 2229414382 @default.
• W2229414382 citedByCount "0" @default.
• W2229414382 crossrefType "posted-content" @default.
• W2229414382 hasAuthorship W2229414382A5023288846 @default.
• W2229414382 hasAuthorship W2229414382A5069394608 @default.
• W2229414382 hasAuthorship W2229414382A5076083402 @default.
• W2229414382 hasConcept C11413529 @default.
• W2229414382 hasConcept C114614502 @default.
• W2229414382 hasConcept C117765406 @default.
• W2229414382 hasConcept C122280245 @default.
• W2229414382 hasConcept C12267149 @default.
• W2229414382 hasConcept C126255220 @default.
• W2229414382 hasConcept C127162648 @default.
• W2229414382 hasConcept C134306372 @default.
• W2229414382 hasConcept C134517425 @default.
• W2229414382 hasConcept C153180895 @default.
• W2229414382 hasConcept C154945302 @default.
• W2229414382 hasConcept C177148314 @default.
• W2229414382 hasConcept C17744445 @default.
• W2229414382 hasConcept C191795146 @default.
• W2229414382 hasConcept C195699287 @default.
• W2229414382 hasConcept C199539241 @default.
• W2229414382 hasConcept C2776879701 @default.
• W2229414382 hasConcept C31258907 @default.
• W2229414382 hasConcept C33923547 @default.
• W2229414382 hasConcept C41008148 @default.
• W2229414382 hasConcept C57869625 @default.
• W2229414382 hasConcept C74193536 @default.
• W2229414382 hasConcept C8038995 @default.
• W2229414382 hasConcept C95623464 @default.
• W2229414382 hasConceptScore W2229414382C11413529 @default.
• W2229414382 hasConceptScore W2229414382C114614502 @default.
• W2229414382 hasConceptScore W2229414382C117765406 @default.
• W2229414382 hasConceptScore W2229414382C122280245 @default.
• W2229414382 hasConceptScore W2229414382C12267149 @default.
• W2229414382 hasConceptScore W2229414382C126255220 @default.
• W2229414382 hasConceptScore W2229414382C127162648 @default.
• W2229414382 hasConceptScore W2229414382C134306372 @default.
• W2229414382 hasConceptScore W2229414382C134517425 @default.
• W2229414382 hasConceptScore W2229414382C153180895 @default.
• W2229414382 hasConceptScore W2229414382C154945302 @default.
• W2229414382 hasConceptScore W2229414382C177148314 @default.
• W2229414382 hasConceptScore W2229414382C17744445 @default.
• W2229414382 hasConceptScore W2229414382C191795146 @default.
• W2229414382 hasConceptScore W2229414382C195699287 @default.
• W2229414382 hasConceptScore W2229414382C199539241 @default.
• W2229414382 hasConceptScore W2229414382C2776879701 @default.
• W2229414382 hasConceptScore W2229414382C31258907 @default.
• W2229414382 hasConceptScore W2229414382C33923547 @default.
• W2229414382 hasConceptScore W2229414382C41008148 @default.
• W2229414382 hasConceptScore W2229414382C57869625 @default.
• W2229414382 hasConceptScore W2229414382C74193536 @default.
• W2229414382 hasConceptScore W2229414382C8038995 @default.
• W2229414382 hasConceptScore W2229414382C95623464 @default.
• W2229414382 hasLocation W22294143821 @default.
• W2229414382 hasOpenAccess W2229414382 @default.
• W2229414382 hasPrimaryLocation W22294143821 @default.
• W2229414382 hasRelatedWork W1167991212 @default.
• W2229414382 hasRelatedWork W1488338544 @default.

• next