Search Results for author: Vít Škvára

Found 3 papers, 3 papers with code

Is AUC the best measure for practical comparison of anomaly detectors?

1 code implementation8 May 2023 Vít Škvára, Tomáš Pevný, Václav Šmídl

The area under receiver operating characteristics (AUC) is the standard measure for comparison of anomaly detectors.

Anomaly Detection

Comparison of Anomaly Detectors: Context Matters

1 code implementation11 Dec 2020 Vít Škvára, Jan Franců, Matěj Zorek, Tomáš Pevný, Václav Šmídl

The objective of this comparison is twofold: to compare anomaly detection methods of various paradigms with focus on deep generative models, and identification of sources of variability that can yield different results.

Anomaly Detection Model Selection

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