Speaker
Dr
Stefano Cavuoti
(INAF - Astronomical Observatory of Capodimonte Napoli)
Description
We will analyze four fundamental paradigms for anomaly detection and one model for each of them:
- Distance (k-NN);
- Relative Density (LOF);
- Isolation (Isolation Forest);
- Reconstruction (Autoencoders).