Matches in SemOpenAlex for { <https://semopenalex.org/work/W3137153567> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W3137153567 abstract "We develop an algorithm to train individually fair learning-to-rank (LTR) models. The proposed approach ensures items from minority groups appear alongside similar items from majority groups. This notion of fair ranking is based on the definition of individual fairness from supervised learning and is more nuanced than prior fair LTR approaches that simply ensure the ranking model provides underrepresented items with a basic level of exposure. The crux of our method is an optimal transport-based regularizer that enforces individual fairness and an efficient algorithm for optimizing the regularizer. We show that our approach leads to certifiably individually fair LTR models and demonstrate the efficacy of our method on ranking tasks subject to demographic biases." @default.
- W3137153567 created "2021-03-29" @default.
- W3137153567 creator A5026283694 @default.
- W3137153567 creator A5036699573 @default.
- W3137153567 creator A5056302272 @default.
- W3137153567 creator A5087462010 @default.
- W3137153567 date "2021-03-19" @default.
- W3137153567 modified "2023-09-25" @default.
- W3137153567 title "Individually Fair Ranking" @default.
- W3137153567 cites W2100960835 @default.
- W3137153567 cites W2119717200 @default.
- W3137153567 cites W2157928966 @default.
- W3137153567 cites W2530395818 @default.
- W3137153567 cites W2544318541 @default.
- W3137153567 cites W2599025709 @default.
- W3137153567 cites W2676656730 @default.
- W3137153567 cites W2704480242 @default.
- W3137153567 cites W2753845591 @default.
- W3137153567 cites W2787991113 @default.
- W3137153567 cites W2791953061 @default.
- W3137153567 cites W2891229686 @default.
- W3137153567 cites W2893240881 @default.
- W3137153567 cites W2910883930 @default.
- W3137153567 cites W2912638141 @default.
- W3137153567 cites W2913539872 @default.
- W3137153567 cites W2950173087 @default.
- W3137153567 cites W2962762307 @default.
- W3137153567 cites W2963331808 @default.
- W3137153567 cites W2964121744 @default.
- W3137153567 cites W2964751853 @default.
- W3137153567 cites W2971071571 @default.
- W3137153567 cites W2982150230 @default.
- W3137153567 cites W2991634944 @default.
- W3137153567 cites W2994725839 @default.
- W3137153567 cites W3012903288 @default.
- W3137153567 cites W3013948354 @default.
- W3137153567 cites W3030351583 @default.
- W3137153567 cites W3034922058 @default.
- W3137153567 cites W3035104730 @default.
- W3137153567 cites W3036727183 @default.
- W3137153567 cites W3104475013 @default.
- W3137153567 cites W3130106327 @default.
- W3137153567 cites W43928053 @default.
- W3137153567 doi "https://doi.org/10.48550/arxiv.2103.11023" @default.
- W3137153567 hasPublicationYear "2021" @default.
- W3137153567 type Work @default.
- W3137153567 sameAs 3137153567 @default.
- W3137153567 citedByCount "1" @default.
- W3137153567 countsByYear W31371535672021 @default.
- W3137153567 crossrefType "posted-content" @default.
- W3137153567 hasAuthorship W3137153567A5026283694 @default.
- W3137153567 hasAuthorship W3137153567A5036699573 @default.
- W3137153567 hasAuthorship W3137153567A5056302272 @default.
- W3137153567 hasAuthorship W3137153567A5087462010 @default.
- W3137153567 hasBestOaLocation W31371535671 @default.
- W3137153567 hasConcept C114614502 @default.
- W3137153567 hasConcept C119857082 @default.
- W3137153567 hasConcept C154945302 @default.
- W3137153567 hasConcept C161191863 @default.
- W3137153567 hasConcept C164226766 @default.
- W3137153567 hasConcept C189430467 @default.
- W3137153567 hasConcept C2777855551 @default.
- W3137153567 hasConcept C33923547 @default.
- W3137153567 hasConcept C41008148 @default.
- W3137153567 hasConcept C86037889 @default.
- W3137153567 hasConceptScore W3137153567C114614502 @default.
- W3137153567 hasConceptScore W3137153567C119857082 @default.
- W3137153567 hasConceptScore W3137153567C154945302 @default.
- W3137153567 hasConceptScore W3137153567C161191863 @default.
- W3137153567 hasConceptScore W3137153567C164226766 @default.
- W3137153567 hasConceptScore W3137153567C189430467 @default.
- W3137153567 hasConceptScore W3137153567C2777855551 @default.
- W3137153567 hasConceptScore W3137153567C33923547 @default.
- W3137153567 hasConceptScore W3137153567C41008148 @default.
- W3137153567 hasConceptScore W3137153567C86037889 @default.
- W3137153567 hasLocation W31371535671 @default.
- W3137153567 hasOpenAccess W3137153567 @default.
- W3137153567 hasPrimaryLocation W31371535671 @default.
- W3137153567 hasRelatedWork W1786507113 @default.
- W3137153567 hasRelatedWork W2104465941 @default.
- W3137153567 hasRelatedWork W2181771597 @default.
- W3137153567 hasRelatedWork W2293317945 @default.
- W3137153567 hasRelatedWork W2400059445 @default.
- W3137153567 hasRelatedWork W2499321295 @default.
- W3137153567 hasRelatedWork W2537261539 @default.
- W3137153567 hasRelatedWork W2801886677 @default.
- W3137153567 hasRelatedWork W4317663702 @default.
- W3137153567 hasRelatedWork W4318960487 @default.
- W3137153567 isParatext "false" @default.
- W3137153567 isRetracted "false" @default.
- W3137153567 magId "3137153567" @default.
- W3137153567 workType "article" @default.