A functional central limit theorem for kernel gradient flow and infinitesimal gradient boosting

Clément Dombry, Jean-Jil Duchamps

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 e…