Showing math.STShow all
2 papers · 1 filter
math.ST2026
Tessellation Localized Transfer learning for nonparametric regression
Hélène Halconruy, Benjamin Bobbia, Paul Lejamtel
Transfer learning aims to improve performance on a target task by leveraging information from related source tasks. We propose a nonparametric regression transfer learning framewor…
math.ST2025
Control variates for variance-reduced ratio of means estimators
Louison Bocquet-Nouaille, Jérôme Morio, Benjamin Bobbia
The control variates method is a classical variance reduction technique for Monte Carlo estimators that exploits correlated auxiliary variables without introducing bias. In many ap…