MSS-PAE: Improving Autoencoder-based Outlier Detection by Incorporating Aleatoric Uncertainty and Local Relationships

Autoencoder-based outlier detection can be improved by incorporating aleatoric uncertainty through Weighted Negative Logarithmic Likelihood (WNLL) and leveraging local relationships through Mean-Shift Scoring (MSS).