Anchors as Explanations

We welcome back Marco Tulio Ribeiro to discuss research he has done since our original discussion on LIME. In particular, we ask the question Are Red Roses Red? and discuss how Anchors provide high precision model-agnostic explanations. Please take our listener survey.

Guest

Marco Tulio Ribeiro: I'm a researcher at Google DeepMind. I am also an Affiliate Assistant Professor at the University of Washington, where I was previously a Ph.D student advised by Carlos Guestrin and Sameer Singh. My research is mostly on helping humans interact with machine learning models meaningfully. That involves interpretability, trust, debugging, feedback, etc.