Invariant

The Geometric Invariant - Episode I 🎙️ The Geometric Invariant - Episode I — The Night I Painted My Room Black to Hear What Grothendieck Was Writing There are problems you choose, and then there are problems that reorganize your life until you admit you were never in charge of...

Feature Geometry, Topology, and Holonomy in Wide Data One of the recurring frustrations in interpretability is that identifying features is not the same thing as understanding their structure. Sparse dictionary learning and sparse autoencoders can often recover useful features, but they do not by themselves explain how those features relate...