Unlearning Subsets: MNIST, Colored MNIST and Fashion MNIST
收藏Zenodo2025-10-15 更新2026-05-26 收录
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https://zenodo.org/doi/10.5281/zenodo.17360336
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Purpose
This dataset(s) was created during the research on my Bachelor Thesis.
The goal was to research the effects of Machine Unlearning and test 3 Machine Unlearning Algorithms.Further details can be found on my GitHub Repository.
Structure
The dataset takes three well-known ones (MNIST, Colored MNIST, Fashion MNIST) and splits one of the respective classes (classes "7" for MNIST, "7" for Colored MNIST and "5" for Fashion MNIST). The unlearned subset is determined by the appearance of an "e" at the end of the folder name. E.g. for MNIST, the folder named 7 contains the retain data samples of class "7", while 7e contains the forgotten data samples.
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Zenodo创建时间：
2025-10-15
