Microsoft Corporation
TREE-BASED TRANSFER LEARNING OF TUNABLE PARAMETERS

Abstract:

Embodiments of the disclosed technologies provide tree-based transfer learning of hyperparameters of a machine learning model or tunable parameters of a black box system. A similar reference task tree is selected from a set of reference task trees. Data is transferred from the similar reference task tree to a target task tree.