Zachary Nado

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

Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift

Yaniv Ovadia, Emily Fertig, Jie Ren et al. · arXiv (Cornell University) · 2019 · 648 citations · Full text

Dataset Shift, Machine Learning, Engineering +24

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

Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift

Yaniv Ovadia, Emily Fertig, Jie Ren et al. · arXiv (Cornell University) · 2019 · 367 citations · Full text

Dataset Shift, Machine Learning, Engineering +24

On Empirical Comparisons of Optimizers for Deep Learning

Dami Choi, Christopher J. Shallue, Zachary Nado et al. · arXiv (Cornell University) · 2019 · 184 citations · Full text

Artificial Intelligence, Hyperparameter Search Space, Hyperparameter Estimation +12