cs.LG, cs.NA, math.NA, math.OC

Boost Like a (Var)Pro: Trust-Region Gradient Boosting via Variable Projection

arXiv:2603.23658v1 Announce Type: new
Abstract: Gradient boosting, a method of building additive ensembles from weak learners, has established itself as a practical and theoretically-motivated approach to approximate functions, especially using decisi…