Active Multi-Task Representation Learning

Yifang Chen, Kevin G. Jamieson, Simon S. Du

Abstract: To leverage the power of big data from source domains and overcome the scarcity of target domain samples, representation learning based on multi-task pretraining has become a standard approach in m...