Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering

ICLR 2018 Elliot MeyersonRisto Miikkulainen

Existing deep multitask learning (MTL) approaches align layers shared between tasks in a parallel ordering. Such an organization significantly constricts the types of shared structure that can be learned... (read more)

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