Diana Mincu

Gemini: A Family of Highly Capable Multimodal Models

Gemini Robotics Team, Rohan Anil, Sebastian Borgeaud et al. · arXiv (Cornell University) · 2023 · 784 citations · Full text

Artificial Intelligence, Natural Language Processing, New Family +15

Underspecification Presents Challenges for Credibility in Modern Machine Learning

Alexander D’Amour, Katherine Heller, Dan Moldovan et al. · arXiv (Cornell University) · 2020 · 430 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Healthsheet: Development of a Transparency Artifact for Health Datasets

Negar Rostamzadeh, Diana Mincu, Subhrajit Roy et al. · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 57 citations · Full text

Developing robust benchmarks for driving forward AI innovation in healthcare

Diana Mincu, Subhrajit Roy · Nature Machine Intelligence · 2022 · 41 citations · Full text

Diagnosing failures of fairness transfer across distribution shift in real-world medical settings

Jessica Schrouff, Natalie Harris, Oluwasanmi Koyejo et al. · arXiv (Cornell University) · 2022 · 32 citations · Full text

Engineering, Machine Learning, Fairness Transfer +19