Henrik Marklund

WILDS: A Benchmark of in-the-Wild Distribution Shifts pdf

Jure Leskovec, Sergey Levine, Chelsea Finn, 2020, ArXiv.

CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison

Yifan Yu, Andrew Y. Ng, Curtis P. Langlotz, 2019, AAAI.

Deep learning assistance for the histopathologic diagnosis of Helicobacter pylori

Andrew Y. Ng, Jeanne Shen, Sharon Zhou, 2020 .

Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Shift pdf

Sergey Levine, Chelsea Finn, Abhishek Gupta, 2020, ArXiv.

WILDS: A Benchmark of in-the-Wild Distribution Shifts

Jure Leskovec, Sergey Levine, Chelsea Finn, 2021, ICML.

Extending the WILDS Benchmark for Unsupervised Adaptation pdf

Jure Leskovec, Sergey Levine, Chelsea Finn, 2021, ArXiv.

Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Shift pdf

Sergey Levine, Chelsea Finn, Marvin Zhang, 2020, ArXiv.