Detecting anomalies

I worked on the detection of outliers and domain adaptation to handle covariate shifts.

This involved methods like the use of classification statistical methods as well as the use of variational auto-encoders (VAEs) and the analysis of outliers in the latent space, this involved the use of VAEs with other methods like kernel density estimation, isolation forests, similarity analysis, etc.