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Perfect Density Models Cannot Guarantee Anomaly Detection
Thanks to the tractability of their likelihood, several deep generative models show promise for seemingly straightforward but important applications like anomaly detection, uncertainty estimation, and active learning. However, the likelihood values empirically attributed to anomalies conflict with t...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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MDPI
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700034/ https://www.ncbi.nlm.nih.gov/pubmed/34945996 http://dx.doi.org/10.3390/e23121690 |