Algorithms for the fast estimation of statistical leverage scores
In this thesis we consider algorithms for fast estimations of leverage scores. Statistical leverage scores are a powerful tool for data analysis and statistics and have been successfully used for outlier detection in datasets, locating important nodes in graphs and more recently applied to numerical...
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Μορφή: | Thesis |
Γλώσσα: | Greek |
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2017
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Διαθέσιμο Online: | http://hdl.handle.net/10889/10435 |