HOUDINI: Lifelong Learning as Program Synthesis

Lazar Valkov, Dipak Chaudhari, Akash Srivastava, Charles Sutton, Swarat Chaudhuri

Neural Information Processing Systems 

In spite of its promise, though, inferring the structure of differentiable programs is a fundamentally hard problem.

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