Ding, Frances

5 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

ICLRW 2024 Protein Language Models Are Biased by Unequal Sequence Sampling Across the Tree of Life Frances Ding, Jacob Steinhardt

NeurIPS 2022 Anticipating Performativity by Predicting from Predictions Celestine Mendler-Dünner, Frances Ding, Yixin Wang

NeurIPS 2021 Grounding Representation Similarity Through Statistical Testing Frances Ding, Jean-Stanislas Denain, Jacob Steinhardt

NeurIPS 2021 Retiring Adult: New Datasets for Fair Machine Learning Frances Ding, Moritz Hardt, John P. Miller, Ludwig Schmidt