LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization

Erica Zhang, Ryunosuke Goto, Naomi Sagan +7

We introduce LLM-Lasso, a novel framework that leverages large language models (LLMs) to guide feature selection in Lasso ${\ell }_1$ regression. Unlike traditional methods that rely…