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 Statistical Learning







GEX: A flexible method for approximating influence via Geometric Ensemble

Neural Information Processing Systems

Through a deeper understanding of predictions of neural networks, Influence Function (IF) has been applied to various tasks such as detecting and relabeling mislabeled samples, dataset pruning, and separation of data sources in practice.




2de5d16682c3c35007e4e92982f1a2ba-Supplemental.pdf

Neural Information Processing Systems

While the toy and scRNA-seq datasets do not have a split, we used the training and test set of CIFAR-10 jointly for the unsupervised UMAP dimensionreduction.