Frances Ding

According to our database, Frances Ding authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Re-examining Metrics for Success in Machine Learning, from Fairness and Interpretability to Protein Design

Frances Ding

PhD thesis, 2024

2022

Predicting from Predictions.

Celestine Mendler-Dünner, Frances Ding, Yixin Wang

CoRR, 2022

Anticipating Performativity by Predicting from Predictions.

Celestine Mendler-Dünner, Frances Ding, Yixin Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Grounding Representation Similarity with Statistical Testing.

Frances Ding, Jean-Stanislas Denain, Jacob Steinhardt

CoRR, 2021

Retiring Adult: New Datasets for Fair Machine Learning.

Frances Ding, Moritz Hardt, John Miller, Ludwig Schmidt

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Grounding Representation Similarity Through Statistical Testing.

Frances Ding, Jean-Stanislas Denain, Jacob Steinhardt

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations.

Zhun Deng, Frances Ding, Cynthia Dwork, Rachel Hong, Giovanni Parmigiani, Prasad Patil, Pragya Sur

CoRR, 2020