Interesting papers

You will find here a selection of interesting papers I have read and tried to summarize over the years. Please let me know if you have any feedback!

Anomaly detection

• Extended isolation forest - original paper here - or how growing crooked trees can help detect anomalies

Miscellaneous

• SHAP values to interpret model predictions - original paper here - or how economics can help understand machine learning decisions