no code implementations • 2 Nov 2022 • Shantanu Mandal, Todd A. Anderson, Javier Turek, Justin Gottschlich, Abdullah Muzahid
In this paper, we present a novel formulation of program synthesis as a continuous optimization problem and use a state-of-the-art evolutionary approach, known as Covariance Matrix Adaptation Evolution Strategy to solve the problem.
no code implementations • 22 Aug 2019 • Shantanu Mandal, Todd A. Anderson, Javier S. Turek, Justin Gottschlich, Shengtian Zhou, Abdullah Muzahid
The problem of automatic software generation is known as Machine Programming.
3 code implementations • 7 Apr 2017 • Ehsan Totoni, Wajih Ul Hassan, Todd A. Anderson, Tatiana Shpeisman
Data frames in scripting languages are essential abstractions for processing structured data.
Distributed, Parallel, and Cluster Computing