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[26] Kevin Ellis - Algorithms for Learning to Induce Programs

The Thesis Review

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Intro

This chapter explores a PhD thesis on algorithms for program induction and synthesis, highlighting advancements in machine learning techniques. The discussion also features Dreamcoder, a novel approach that automates the creation of subroutine libraries using neural networks.

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