Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891078859> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2891078859 abstract "Semi-Supervised Learning (SSL) aims to leverage unlabeled data to improve performance. Due to the lack of supervised information, previous works mainly focus on how to utilize the available unlabeled data to improve the training quality. However, the estimation of the data distribution revealed by the unlabeled examples might not be accurate as their classes are unknown. Inspired by the framework of Learning Using Privileged Information (LUPI), we propose to introduce an intelligent “teacher” which can utilize the privileged information (i.e. more precise explanations of training set) to improve the performance of SSL. This developed method is named as Privileged Semi-Supervised Learning (PSSL). Moreover, our method can be efficiently solved with $ell_{2}$ -loss. Experimentally, we compare our PSSL with several typical algorithms on three real-world datasets, and the results suggest that our approach is able to achieve the state-of-the-art performance." @default.
- W2891078859 created "2018-09-27" @default.
- W2891078859 creator A5026169938 @default.
- W2891078859 creator A5044038805 @default.
- W2891078859 creator A5051172458 @default.
- W2891078859 creator A5054429473 @default.
- W2891078859 creator A5079446826 @default.
- W2891078859 date "2018-10-01" @default.
- W2891078859 modified "2023-09-27" @default.
- W2891078859 title "Privileged Semi-Supervised Learning" @default.
- W2891078859 cites W1664825283 @default.
- W2891078859 cites W1983320747 @default.
- W2891078859 cites W2007972815 @default.
- W2891078859 cites W2013778010 @default.
- W2891078859 cites W2043713791 @default.
- W2891078859 cites W2104290444 @default.
- W2891078859 cites W2107008379 @default.
- W2891078859 cites W2108501770 @default.
- W2891078859 cites W2108665656 @default.
- W2891078859 cites W2126942721 @default.
- W2891078859 cites W2163605009 @default.
- W2891078859 cites W2173379916 @default.
- W2891078859 cites W2183800414 @default.
- W2891078859 cites W2465334159 @default.
- W2891078859 cites W2566133564 @default.
- W2891078859 cites W2576170960 @default.
- W2891078859 cites W2962867939 @default.
- W2891078859 cites W848317612 @default.
- W2891078859 cites W3023820860 @default.
- W2891078859 doi "https://doi.org/10.1109/icip.2018.8451098" @default.
- W2891078859 hasPublicationYear "2018" @default.
- W2891078859 type Work @default.
- W2891078859 sameAs 2891078859 @default.
- W2891078859 citedByCount "2" @default.
- W2891078859 countsByYear W28910788592019 @default.
- W2891078859 countsByYear W28910788592023 @default.
- W2891078859 crossrefType "proceedings-article" @default.
- W2891078859 hasAuthorship W2891078859A5026169938 @default.
- W2891078859 hasAuthorship W2891078859A5044038805 @default.
- W2891078859 hasAuthorship W2891078859A5051172458 @default.
- W2891078859 hasAuthorship W2891078859A5054429473 @default.
- W2891078859 hasAuthorship W2891078859A5079446826 @default.
- W2891078859 hasConcept C119857082 @default.
- W2891078859 hasConcept C120665830 @default.
- W2891078859 hasConcept C121332964 @default.
- W2891078859 hasConcept C124101348 @default.
- W2891078859 hasConcept C136389625 @default.
- W2891078859 hasConcept C153083717 @default.
- W2891078859 hasConcept C154945302 @default.
- W2891078859 hasConcept C177264268 @default.
- W2891078859 hasConcept C192209626 @default.
- W2891078859 hasConcept C199360897 @default.
- W2891078859 hasConcept C2776145971 @default.
- W2891078859 hasConcept C2776959682 @default.
- W2891078859 hasConcept C41008148 @default.
- W2891078859 hasConcept C50644808 @default.
- W2891078859 hasConcept C51632099 @default.
- W2891078859 hasConcept C58973888 @default.
- W2891078859 hasConceptScore W2891078859C119857082 @default.
- W2891078859 hasConceptScore W2891078859C120665830 @default.
- W2891078859 hasConceptScore W2891078859C121332964 @default.
- W2891078859 hasConceptScore W2891078859C124101348 @default.
- W2891078859 hasConceptScore W2891078859C136389625 @default.
- W2891078859 hasConceptScore W2891078859C153083717 @default.
- W2891078859 hasConceptScore W2891078859C154945302 @default.
- W2891078859 hasConceptScore W2891078859C177264268 @default.
- W2891078859 hasConceptScore W2891078859C192209626 @default.
- W2891078859 hasConceptScore W2891078859C199360897 @default.
- W2891078859 hasConceptScore W2891078859C2776145971 @default.
- W2891078859 hasConceptScore W2891078859C2776959682 @default.
- W2891078859 hasConceptScore W2891078859C41008148 @default.
- W2891078859 hasConceptScore W2891078859C50644808 @default.
- W2891078859 hasConceptScore W2891078859C51632099 @default.
- W2891078859 hasConceptScore W2891078859C58973888 @default.
- W2891078859 hasLocation W28910788591 @default.
- W2891078859 hasOpenAccess W2891078859 @default.
- W2891078859 hasPrimaryLocation W28910788591 @default.
- W2891078859 hasRelatedWork W121244246 @default.
- W2891078859 hasRelatedWork W2041453872 @default.
- W2891078859 hasRelatedWork W2133556223 @default.
- W2891078859 hasRelatedWork W2251938642 @default.
- W2891078859 hasRelatedWork W2378187833 @default.
- W2891078859 hasRelatedWork W2891078859 @default.
- W2891078859 hasRelatedWork W2905852111 @default.
- W2891078859 hasRelatedWork W2913865199 @default.
- W2891078859 hasRelatedWork W3195782808 @default.
- W2891078859 hasRelatedWork W57680428 @default.
- W2891078859 isParatext "false" @default.
- W2891078859 isRetracted "false" @default.
- W2891078859 magId "2891078859" @default.
- W2891078859 workType "article" @default.