Abstract: This study proposes a measurement selection and optimization method based on the joint evaluation of mutual information and Fisher information to address the problem of global optimal ...

Abstract: Large Language Models (LLMs) are increasingly adopted to optimize source code, offering the promise of faster, more efficient programs without manual tuning. This capability is particularly ...