Publications

Frances Ding, Jacob Steinhardt (2024). Protein language models are biased by unequal sequence sampling across the tree of life. In bioRxiv, 2024.

Janet H T Song, Carolin Ruven, Payal Patel, Frances Ding, Jeffrey D Macklis, Vibhu Sahni (2023). Cbln1 Directs Axon Targeting by Corticospinal Neurons Specifically toward Thoraco-Lumbar Spinal Cord. In Journal of Neuroscience, 2023.

Celestine Mendler-Dunner, Frances Ding, Yixin Wang (2022). Anticipating Performativity by Predicting from Predictions. In NeurIPS, 2022.

Frances Ding, Jean-Stanislas Denain, Jacob Steinhardt (2021). Grounding Representation Similarity with Statistical Testing. In NeurIPS, 2021.

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

Zhun Deng, Frances Ding, Cynthia Dwork, Rachel Hong, Giovanni Parmigiani, Prasad Patil, Pragya Sur (2020). Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations. In arXiv, 2020.