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Invited Talk: Christoph H. Lampert "Learning Theory for Continual and Meta-Learning"
Christoph H. Lampert

Fri Jul 17 06:05 AM -- 06:35 AM (PDT) @
Event URL: https://slideslive.com/38930881/learning-theory-for-continual-and-metalearning?ref=account-folder-55854-folders »

In recent years we have seen an explosion of approaches that aim at transferring information between different learning tasks, in particular meta-learning and continual or lifelong learning. In my talk, I discuss ways to study these formally, using tools from learning theory that abstract away the specific details of implementation. In particular, I will discuss which assumptions one has to make on the tasks to be learned in order to guarantee a successful transfer of information.

Author Information

Christoph H. Lampert (IST Austria)

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