Pang Wei Koh
University of Washington(US)Allen Institute(US)Seattle University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Machine Learning and Data Classification
Most-Cited Works
- → On the Opportunities and Risks of Foundation Models(2021)2,134 cited
- → Mobility network models of COVID-19 explain inequities and inform reopening(2020)1,613 cited
- → Understanding Black-box Predictions via Influence Functions(2017)1,189 cited
- → Mapping the Pairwise Choices Leading from Pluripotency to Human Bone, Heart, and Other Mesoderm Cell Types(2016)501 cited
- → Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization(2019)364 cited
- On Random Weights and Unsupervised Feature Learning(2011)
- Tiled convolutional neural networks(2010)
- → WILDS: A Benchmark of in-the-Wild Distribution Shifts(2020)