A Quick Overview of Causality in Online Learning Problems
In this presentation, we discuss the importance of causation in multi-arm bandits and MDPs. We cover recent developments in this area including some of our projects at Adobe.
Amir Meisami is a Senior Machine Learning Research Scientist at Adobe. Over his tenure at Adobe, he has been working on a variety of sequential learning methodologies to handle challenging problems in digital marketing. More recently he has been focusing on the notion of causality in online and offline settings.