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CheXpert: A large chest radiograph dataset with uncertainty labels and expert...
Large chest radiograph dataset with uncertainty labels and expert comparison. -
Clinician and Dataset Shift in Artificial Intelligence
Dataset used to study clinician and dataset shift in artificial intelligence. -
Chest X-ray datasets
Chest X-ray datasets used to train machine learning models, potentially suffering from population, prevalence, and annotation shift biases. -
Adult-Confounded, CMNIST, Waterbirds, and SNLI
The dataset used in the paper is a biased dataset, specifically Adult-Confounded, CMNIST, Waterbirds, and SNLI. -
Fair Adversarial Instance Re-weighting (FAIR)
The proposed framework was tested on four datasets, three of which are commonly used benchmarks. Two datasets (German credit and Adult income) come from the UCI ML repository... -
German Credit
Each node is a client in a German bank, while each edge between any two clients represents that they bear similar credit accounts. Here the gender of bank clients is considered...
