Pang Wei Koh

On the Opportunities and Risks of Foundation Models

Rishi Bommasani, Drew A. Hudson, Ehsan Adeli et al. · arXiv (Cornell University) · 2021 · 2.2K citations · Full text

Computing, Computer Science, Data Science +17

Mobility network models of COVID-19 explain inequities and inform reopening

Serina Chang, Emma Pierson, Pang Wei Koh et al. · Nature · 2020 · 1.6K citations · Full text

Veterinary Medicine, Computer Science, Infectious Diseases +16

Understanding Black-box Predictions via Influence Functions

Pang Wei Koh, Percy Liang · arXiv (Cornell University) · 2017 · 1.2K citations · Full text

Computing, Computer Science, Machine Learning +14

Mapping the Pairwise Choices Leading from Pluripotency to Human Bone, Heart, and Other Mesoderm Cell Types

Kyle M. Loh, Angela Chen, Pang Wei Koh et al. · Cell · 2016 · 511 citations · Full text

Life Sciences, Cell Biology, Developmental Biology +15

Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization

Shiori Sagawa, Pang Wei Koh, Tatsunori Hashimoto et al. · arXiv (Cornell University) · 2019 · 364 citations · Full text

Computing, Computer Science, Machine Learning +16