Multitask Metric Learning: Theory and Algorithm

Boyu Wang, Hejia Zhang, Peng Liu, Zebang Shen, Joelle Pineau

Abstract: In this paper, we study the problem of multitask metric learning (mtML). We first examine the generalization bound of the regularized mtML formulation based on the notion of algorithmic stability, ...