Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing-and Back

Elliot Meyerson, Risto Miikkulainen

Abstract: Deep multitask learning boosts performance by sharing learned structure across related tasks. This paper adapts ideas from deep multitask learning to the setting where only a single task is availab...