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Obramba pred sovražnimi napadi na perturbacijske razlage modelov strojnega učenja : delo je pripravljeno v skladu s Pravilnikom o podeljevanju Prešernovih nagrad študentom, pod mentorstvom prof. dr. Marka Robnika ŠikonjeVreš, DomenType of material - book ; adult, seriousPublication and manufacture - Ljubljana : [D. Vreš], 2020Language - slovenianCOBISS.SI-ID - 90972163
Author
Vreš, Domen
Other authors
Robnik Šikonja, Marko
Topics
razložljiva umetna inteligenca |
sovražni napadi |
generatorji podatkov |
perturbacije |
LIME |
SHAP |
IME |
MCD-VAE |
RBF kot generator |
naključni gozd kot generator |
računalništvo |
računalništvo in informatika |
računalništvo in matematika |
interdisciplinarni študij |
univerzitetni študij |
Prešernove nagrade |
explainable AI |
adversarial attacks |
data generators |
perturbations |
LIME |
SHAP |
IME |
MCD-VAE |
RBF as data generator |
random forest as data generator |
computer science |
computer and information science |
computer science and mathematics |
interdisciplinary studies
Call number – location, accession no. ... |
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FRIp 0000000065 IN: 204002738 FRIp 65 IN: 204002738 |
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Vreš, Domen | |
Robnik Šikonja, Marko | 15295 |
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