Jones, Haydn Thomas

4 publications

ICLR 2026 Scaling Multi-Task Bayesian Optimization with Large Language Models Yimeng Zeng, Natalie Maus, Haydn Thomas Jones, Jeffrey Tao, Fangping Wan, Marcelo Der Torossian Torres, Cesar de la Fuente-Nunez, Ryan Marcus, Osbert Bastani, Jacob R. Gardner

NeurIPS 2025 A Dataset for Distilling Knowledge Priors from Literature for Therapeutic Design Haydn Thomas Jones, Natalie Maus, Josh magnus Ludan, Maggie Ziyu Huan, Jiaming Liang, Marcelo Der Torossian Torres, Jiatao Liang, Zachary Ives, Yoseph Barash, Cesar de la Fuente-Nunez, Jacob R. Gardner, Mark Yatskar

NeurIPS 2025 Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization Natalie Maus, Kyurae Kim, Yimeng Zeng, Haydn Thomas Jones, Fangping Wan, Marcelo Der Torossian Torres, Cesar de la Fuente-Nunez, Jacob R. Gardner

NeurIPSW 2020 Is the Discrete VAE’s Power Stuck in Its Prior? Haydn Thomas Jones, Juston Moore