Coding LLMs Can Be Harnessed to Learn Interpretable Models from Data

Aditya Kumar, Cassandra A. Cohen, William W. Cohen

Since compact, interpretable classifiers correspond to simple programs, it is natural to ask if LLM-based coding agents can be used to learn interpretable models from data. In this…