Multi-view representation learning in multi-task scene

Over recent decades have witnessed considerable progress in whether multi-task learning or multi-view learning, but the situation that considers both learning scenes simultaneously has received not too much attention. How to utilize multiple views’ latent representation of each single task to improve each learning task’s performance is a challenge problem. Based on this, we proposed a novel semi-supervised algorithm, termed as multi-task...