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program_induction [2018/09/05 10:37]
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program_induction [2018/09/08 16:22]
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 https://​arxiv.org/​abs/​1804.00218v1 Synthesis of Differentiable Functional Programs for Lifelong Learning https://​arxiv.org/​abs/​1804.00218v1 Synthesis of Differentiable Functional Programs for Lifelong Learning
  
 +Our learning algorithm consists of: (1) a program synthesizer that performs a type-directed search over programs in this language, and decides on the library functions that should be reused and the architectures that should be used to combine them; and (2) a neural module that trains synthesized programs using stochastic gradient descent.