Variance reduced Shapley value estimation for trustworthy data valuation
Mengmeng Wu, Ruoxi Jia, Changle Lin, Wei Huang, Xiangyu Chang
| Year of publication: |
2023
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| Authors: | Wu, Mengmeng ; Jia, Ruoxi ; Lin, Changle ; Huang, Wei ; Chang, Xiangyu |
| Published in: |
Computers & operations research : and their applications to problems of world concern ; an international journal. - Oxford [u.a.] : Elsevier, ISSN 0305-0548, ZDB-ID 194012-0. - Vol. 159.2023, p. 1-9
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| Subject: | Data Shapley | Data valuation | Machine learning | Stratified sampling | Variance reduction | Stichprobenerhebung | Sampling | Shapley-Wert | Shapley value | Künstliche Intelligenz | Artificial intelligence | Schätztheorie | Estimation theory | Varianzanalyse | Analysis of variance | Monte-Carlo-Simulation | Monte Carlo simulation | Zahlungsbereitschaftsanalyse | Willingness to pay |
| Type of publication: | Article |
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| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.cor.2023.106305 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10014455582