Matches in SemOpenAlex for { <https://semopenalex.org/work/W3037339423> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W3037339423 abstract "Iterative machine teaching is a method for selecting an optimal teaching example that enables a student to efficiently learn a target concept at each iteration. Existing studies on iterative machine teaching are based on supervised machine learning and assume that there are teachers who know the true answers of all teaching examples. In this study, we consider an unsupervised case where such teachers do not exist; that is, we cannot access the true answer of any teaching example. Students are given a teaching example at each iteration, but there is no guarantee if the corresponding label is correct. Recent studies on crowdsourcing have developed methods for estimating the true answers from crowdsourcing responses. In this study, we apply these to iterative machine teaching for estimating the true labels of teaching examples along with student models that are used for teaching. Our method supports the collaborative learning of students without teachers. The experimental results show that the teaching performance of our method is particularly effective for low-level students in particular." @default.
- W3037339423 created "2020-07-02" @default.
- W3037339423 creator A5002782351 @default.
- W3037339423 creator A5010710732 @default.
- W3037339423 date "2020-06-27" @default.
- W3037339423 modified "2023-09-23" @default.
- W3037339423 title "Iterative Machine Teaching without Teachers" @default.
- W3037339423 cites W1633675443 @default.
- W3037339423 cites W191327111 @default.
- W3037339423 cites W2023037133 @default.
- W3037339423 cites W2103459159 @default.
- W3037339423 cites W2134305421 @default.
- W3037339423 cites W2139823104 @default.
- W3037339423 cites W2182055801 @default.
- W3037339423 cites W2296073425 @default.
- W3037339423 cites W2585226541 @default.
- W3037339423 cites W2962930238 @default.
- W3037339423 cites W2964067789 @default.
- W3037339423 cites W2964237080 @default.
- W3037339423 hasPublicationYear "2020" @default.
- W3037339423 type Work @default.
- W3037339423 sameAs 3037339423 @default.
- W3037339423 citedByCount "0" @default.
- W3037339423 crossrefType "posted-content" @default.
- W3037339423 hasAuthorship W3037339423A5002782351 @default.
- W3037339423 hasAuthorship W3037339423A5010710732 @default.
- W3037339423 hasConcept C11413529 @default.
- W3037339423 hasConcept C119857082 @default.
- W3037339423 hasConcept C136764020 @default.
- W3037339423 hasConcept C145420912 @default.
- W3037339423 hasConcept C154945302 @default.
- W3037339423 hasConcept C159694833 @default.
- W3037339423 hasConcept C33923547 @default.
- W3037339423 hasConcept C41008148 @default.
- W3037339423 hasConcept C62230096 @default.
- W3037339423 hasConcept C88610354 @default.
- W3037339423 hasConceptScore W3037339423C11413529 @default.
- W3037339423 hasConceptScore W3037339423C119857082 @default.
- W3037339423 hasConceptScore W3037339423C136764020 @default.
- W3037339423 hasConceptScore W3037339423C145420912 @default.
- W3037339423 hasConceptScore W3037339423C154945302 @default.
- W3037339423 hasConceptScore W3037339423C159694833 @default.
- W3037339423 hasConceptScore W3037339423C33923547 @default.
- W3037339423 hasConceptScore W3037339423C41008148 @default.
- W3037339423 hasConceptScore W3037339423C62230096 @default.
- W3037339423 hasConceptScore W3037339423C88610354 @default.
- W3037339423 hasLocation W30373394231 @default.
- W3037339423 hasOpenAccess W3037339423 @default.
- W3037339423 hasPrimaryLocation W30373394231 @default.
- W3037339423 hasRelatedWork W1513831850 @default.
- W3037339423 hasRelatedWork W2032017624 @default.
- W3037339423 hasRelatedWork W2053719939 @default.
- W3037339423 hasRelatedWork W2398200661 @default.
- W3037339423 hasRelatedWork W2530787758 @default.
- W3037339423 hasRelatedWork W2740785418 @default.
- W3037339423 hasRelatedWork W2744290110 @default.
- W3037339423 hasRelatedWork W2767127679 @default.
- W3037339423 hasRelatedWork W2892359699 @default.
- W3037339423 hasRelatedWork W2899961457 @default.
- W3037339423 hasRelatedWork W2907243353 @default.
- W3037339423 hasRelatedWork W2914029075 @default.
- W3037339423 hasRelatedWork W2995726956 @default.
- W3037339423 hasRelatedWork W3011286702 @default.
- W3037339423 hasRelatedWork W3041342983 @default.
- W3037339423 hasRelatedWork W3176324748 @default.
- W3037339423 hasRelatedWork W3211605892 @default.
- W3037339423 hasRelatedWork W425915871 @default.
- W3037339423 hasRelatedWork W2153588862 @default.
- W3037339423 hasRelatedWork W3106927809 @default.
- W3037339423 isParatext "false" @default.
- W3037339423 isRetracted "false" @default.
- W3037339423 magId "3037339423" @default.
- W3037339423 workType "article" @default.