Task Selection Policies for Multitask Learning

14 Jul 2019John GloverChris Hokamp

One of the questions that arises when designing models that learn to solve multiple tasks simultaneously is how much of the available training budget should be devoted to each individual task. We refer to any formalized approach to addressing this problem (learned or otherwise) as a task selection policy... (read more)

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