Sven: Singular Value Descent as a Computationally Efficient Natural Gradient Method.

arXiv:2604.01279v2 Announce Type: replace-cross Abstract: We introduce Sven (Singular Value dEsceNt), a new optimization algorithm for neural networks that exploits the natural decomposition of loss functions into a sum over individual data points, rather than