Private Boosted Decision Trees via Smooth Re-Weighting

Vahid R. Asadi, Marco L. Carmosino, Mohammadmahdi Jahanara +2

Protecting the privacy of people whose data is used by machine learning algorithms is important. Differential Privacy is the appropriate mathematical framework for formal guarantee…