@article{llmlassoarobustframeworkfordomain, title = {LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization}, author = {Erica Zhang and Ryunosuke Goto and Naomi Sagan and Jurik Mutter and Nick Phillips and Ash Alizadeh and Kangwook Lee and Jose Blanchet and Mert Pilanci and Robert Tibshirani}, year = {2025}, eprint = {2502.10648}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.10648v1}, }