Christopher Choquette

Apr 18, 2021

How to do Machine Unlearning Pt. 2

This article is Part 2 in a 3 part series and focuses on comparing the different methods of unlearning. Part 1 reviews some important machine learning concepts and defines many of the key terms, including unlearning. Machine unlearning is a new research area that focuses on unlearning a data point…

Machine Learning

6 min read

Machine Learning

6 min read

Jul 21, 2020

What is Machine Unlearning? Pt.1

Before privacy became a mainstream consideration, we rarely considered what companies did with our data. Personally, I didn’t care how companies like Facebook or Google were using my data until the famous Facebook-Cambridge Analytica scandal of 2018 [1]. These and other instances of data misuse emphasized the importance of strong…

Machine Learning

6 min read

Machine Learning

6 min read