arXiv cs.NE
· Papers
Fast and Scalable Caputo Fractional Gradient Descent via Perturbation-Preserving Memory Compression
arXiv:2607.15505v1 Announce Type: cross Abstract: Fractional gradient descent (FGD) incorporates long-range memory through Caputo-type operators and has been shown to improve stability in ill-conditioned and nonconvex optimization problems. Despite these advantages, its practical use remains limited, mainly due to the