IEEE

Generalization Bounds of Multitask Learning From Perspective of Vector-Valued Function Learning

Abstract: In this article, we study the generalization performance of multitask learning (MTL) by considering MTL as a learning process of vector-valued functions (VFs). We will answer two theoretical ...
IEEE

Two-Agent Noncooperative Dynamical Systems With Quadratic Vector-Valued Payoff Functions ...

Abstract: Definition of the weak Pareto improvement and the trap of weak Pareto improvement are given for noncooperative dynamical systems with vector-valued payoff functions. Specifically, we develop ...