Alberstein, Robert G

3 publications

ICML 2025 Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks Angelica Chen, Samuel Don Stanton, Frances Ding, Robert G Alberstein, Andrew Martin Watkins, Richard Bonneau, Vladimir Gligorijevic, Kyunghyun Cho, Nathan C. Frey

ICMLW 2024 Closed-Form Test Functions for Biophysical Sequence Optimization Algorithms Samuel Don Stanton, Robert G Alberstein, Nathan C. Frey, Andrew Martin Watkins, Kyunghyun Cho

NeurIPSW 2024 LLMs Are Highly-Constrained Biophysical Sequence Optimizers Angelica Chen, Samuel Don Stanton, Robert G Alberstein, Andrew Martin Watkins, Richard Bonneau, Vladimir Gligorijevic, Kyunghyun Cho, Nathan C. Frey