Confounding is a Pervasive Problem in Real World Recommender Systems

Last week I wrote about why you shouldn’t have to worry about confounding if you operate an interactive system (such as a recommender system). This week I want to talk about my upcoming talk at the CONSEQUENCES workshop at RecSys 2025: Confounding is...