384 citations · 598 across the 20 of their papers we have counts for
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cs.SE2017
A Survey of Machine Learning for Big Code and Naturalness
Miltiadis Allamanis, Earl T. Barr, Premkumar Devanbu +1
Research at the intersection of machine learning, programming languages, and software engineering has recently taken important steps in proposing learnable probabilistic models of…
cs.SE2017★ 16 cited
Darwinian Data Structure Selection
Michail Basios, Lingbo Li, Fan Wu +2
Data structure selection and tuning is laborious but can vastly improve an application's performance and memory footprint. Some data structures share a common interface and enjoy m…