Frances Dean

According to our database, Frances Dean authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Causal Effect Estimation with Learned Instrument Representations.

Frances Dean, Jenna Fields, Radhika Bhalerao, Marie-Laure Charpignon, Ahmed Alaa

CoRR, February, 2026

2025

Medical Large Language Model Benchmarks Should Prioritize Construct Validity.

Ahmed M. Alaa, Thomas Hartvigsen, Niloufar Golchini, Shiladitya Dutta, Frances Dean, Inioluwa Deborah Raji, Travis Zack

CoRR, March, 2025

Position: Medical Large Language Model Benchmarks Should Prioritize Construct Validity.

Ahmed Alaa, Thomas Hartvigsen, Niloufar Golchini, Shiladitya Dutta, Frances Dean, Inioluwa Deborah Raji, Travis Zack

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning.

Keying Kuang, Frances Dean, Jack B. Jedlicki, David Ouyang, Anthony Philippakis, David A. Sontag, Ahmed M. Alaa

CoRR, 2024

Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning.

Keying Kuang, Frances Dean, Jack B. Jedlicki, David Ouyang, Anthony Philippakis, David A. Sontag, Ahmed M. Alaa

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Multiplicity-free gonality on graphs.

Frances Dean, Max Everett, Ralph Morrison

Electron. J. Graph Theory Appl., 2023

2021

Gonality Sequences of Graphs.

Ivan Aidun, Frances Dean, Ralph Morrison, Teresa Yu, Julie Yuan

SIAM J. Discret. Math., 2021

2020

Treewidth and gonality of glued grid graphs.

Ivan Aidun, Frances Dean, Ralph Morrison, Teresa Yu, Julie Yuan

Discret. Appl. Math., 2020