Hacker News with Generative AI: Generalization

Out-of-Distribution Machine Learning (github.com/huytransformer)
This repository aims to provide the most comprehensive, up-to-date, high-quality resource for OOD detection, robustness, and generalization in Machine Learning/Deep Learning. Your one-stop shop for everything OOD is here.
Machine Learning, Deep Learning, Out-of-Distribution, Robustness, Generalization
13 points by continuousml 38 days ago | 2 comments
Grokking at the edge of linear separability (arxiv.org)
We study the generalization properties of binary logistic classification in a simplified setting, for which a "memorizing" and "generalizing" solution can always be strictly defined, and elucidate empirically and analytically the mechanism underlying Grokking in its dynamics.
Machine Learning, Deep Learning, Generalization, Binary Classification
89 points by marojejian 43 days ago | 26 comments
Spaced repetition is more than memorization – it's also generalization (justinmath.com)
Spaced review is not only about memorization – it’s also about generalization.
Learning, Education, Spaced Repetition, Memorization, Generalization
34 points by JustinSkycak 56 days ago | 6 comments