@inproceedings{thonet-etal-2025-fast, title = "{F}a{ST}: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data", author = "Thonet, Thibaut and Kruszewski, Germ{\'a}n and Rozen, Jos and Erbacher, Pierre and Dymetman, Marc", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.475/", pages = "9352--9381", ISBN = "979-8-89176-332-6" }