Compressed Hierarchical Representations for Multi-Task Learning and Task Clustering

João Machado de Freitas, Sebastian Berg, Bernhard C. Geiger +1

In this paper, we frame homogeneous-feature multi-task learning (MTL) as a hierarchical representation learning problem, with one task-agnostic and multiple task-specific latent re…