50 citations · 96 across the 16 of their papers we have counts for
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Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming
Dominik Sobania, Martin Briesch, Franz Rothlauf
GitHub Copilot, an extension for the Visual Studio Code development environment powered by the large-scale language model Codex, makes automatic program synthesis available for sof…
Recent Developments in Program Synthesis with Evolutionary Algorithms
Dominik Sobania, Dirk Schweim, Franz Rothlauf
The automatic generation of computer programs is one of the main applications with practical relevance in the field of evolutionary computation. With program synthesis techniques n…
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization
Martin Briesch, Dominik Sobania, Franz Rothlauf
Over-parameterized models can perfectly learn various types of data distributions, however, generalization error is usually lower for real data in comparison to artificial data. Th…