Sujith ChandrasekaranAug 19, 20223 minAdversarial attacks on "Explanation models"Before we start our discussion on attacks, let us understand the explanation model, why we need it in the first place and how it works....
Sujith ChandrasekaranAug 12, 20222 minGame theory to explainabilityIn game theory, a game can be a set of circumstances whereby two or more players or decision-makers contribute to an outcome. The...
Sujith ChandrasekaranAug 5, 20223 minExplainable AI - an overviewWe talked about the definition of Explainable AI in our previous edition. We will discuss how to interpret it, the taxonomy of...
Sujith ChandrasekaranJul 29, 20222 minExplainable AI - demystifiedOn the one hand, we want an ML algorithm to predict accurately, and on the other hand, we want the data scientists / ML engineers to...