arXiv stat.ML
· Papers
A functional central limit theorem for kernel gradient flow and infinitesimal gradient boosting
arXiv:2606.25494v1 Announce Type: cross Abstract: Building on the large-sample analysis of infinitesimal gradient boosting (Dombry and Duchamps, 2024b), we study the fluctuations of the process around its deterministic limit and establish a functional central limit theorem: the rescaled deviations converge in distribut