arXiv cs.CL
· Papers
The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms
arXiv:2606.25450v1 Announce Type: cross Abstract: Traditional evaluations measure a learning algorithm's final performance on an i.i.d. test set, reducing learning to a single aggregate score. This approach obscures a fundamental question: to what extent does learning from a specific example generalize to others? Such