cs.LG, cs.NA, math.NA, stat.ML

Free Decompression with Algebraic Spectral Curves

arXiv:2605.03634v1 Announce Type: new
Abstract: Tools from random matrix theory have become central to deep learning theory, using spectral information to provide mechanisms for modeling generalization, robustness, scaling, and failure modes. While of…