Vanessa Kosoy’s work

May 6, 2024 | lesswrong.com | Daniel Filan |John Wentworth |Evan Hubinger |Vanessa Kosoy’s work

What’s going on with deep learning? What sorts of models get learned, and what do the learning dynamics? Singular learning theory is a theory of Bayesian statistics broad enough in scope to encompass deep neural networks that may help answer these questions. In this episode, I speak with Daniel Murfet about this research program and what it tells us. Topics we discuss: What is singular learning theory?