Efficiently learning efficient programs

Discovering efficient algorithms is central to computer science. In this thesis, we aim to discover efficient programs (algorithms) using machine learning. Specifically, we claim we can efficiently learn programs (Claim 1), and learn efficient programs (Claim 2). In contrast to universal induction m...

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Bibliographic Details
Main Author: Cropper, Andrew
Other Authors: Muggleton, Stephen
Published: Imperial College London 2017
Subjects:
004
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.739700