96 citations · 350 across the 21 of their papers we have counts for
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cs.AI2017★ 20 cited
AI Programmer: Autonomously Creating Software Programs Using Genetic Algorithms
Kory Becker, Justin Gottschlich
In this paper, we present the first-of-its-kind machine learning (ML) system, called AI Programmer, that can automatically generate full software programs requiring only minimal hu…
cs.SE2017★ 6 cited
A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions
Mejbah Alam, Justin Gottschlich, Nesime Tatbul +3
The field of machine programming (MP), the automation of the development of software, is making notable research advances. This is, in part, due to the emergence of a wide range of…