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arXiv stat.ML · Papers

Gradient boosting with vector-valued leafs

arXiv:2606.29326v1 Announce Type: new Abstract: Gradient boosting in the form of decision tree ensembles has successfully been applied to a variety of problems using simple objective functions based on log-likelihoods of a single variable. The concept extends naturally to objective functions operating on vectors - for