Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction

Kevin Ellis, Lucas Morales, Mathias Sablé-Meyer, Armando Solar-Lezama, Josh Tenenbaum

Neural Information Processing Systems 

Much of everyday human thinking and learning can be understood in terms of program induction: constructing a procedure that maps inputs to desired outputs, based on observing example input-output pairs.

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