Convex Multitask Learning with Flexible Task Clusters

Wenliang Zhong, James Kwok

Traditionally, multitask learning (MTL) assumes that all the tasks are related. This can lead to negative transfer when tasks are indeed incoherent. Recently, a number of approache…