2 papers
math.ST2026
Approximate full-conformal multi-task regression with reproducing kernels
Davidson Lova Razafindrakoto, Alain Celisse, Jérôme Lacaille
Multi-task regression aims at jointly solving multiple regression problems, called tasks. Compared to solving each task separately, better performances can be achieved as long as t…
stat.ML2026
Approximate full conformal prediction in an RKHS
Davidson Lova Razafindrakoto, Alain Celisse, Jérôme Lacaille
Full conformal prediction is a framework that implicitly formulates distribution-free confidence prediction regions for a wide range of estimators. However, a classical limitation…