Sparsity and Out-of-Distribution Generalization

Scott Aaronson, Lin Lin Lee, Jiawei Li

Explaining out-of-distribution generalization has been a central problem in epistemology since Goodman's "grue" puzzle in 1946. Today it's a central problem in machine learning, in…