yano_pres/data/026Unsupervised Optimizatio...

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2022-05-23 18:49:15 +02:00
<section Experiments 3>
<frame title="Unsupervised Optimization">
<list>
<e>There are analysis that are only possible with many datasets</e>
<e>Here: unsupervised optimization</e>
<e>Given multiple AD models, find which is best:</e>
<e>Use AUC score? Requires Anomalies->Overfitting</e>
<e>Can you find an unsupervised Method?</e>
<e>In general very complicated, so here only focus on very small differences in the model.</e>
<e>So each model is an autoencoder, trained on the same dataset, where the difference is only in the initialisation</e>
</list>
</frame>