The repository deals with the following research article:
"Classification under local differential privacy" from Thomas Berrett and Cristina Butucea.
I presented this paper within a course at the Sorbonne University.
In the beamer presentation the key results of the paper are presented, including an outline of the proof of the main theorem. Furthermore I implemented the proposed privacy mechanism and trained it on an artifical data set. In this way the following plot is obtained:
