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machine-unlearning-bench/
data-unlearning-bench

Name: data-unlearning-bench
Creator: machine-unlearning-bench
License: https://spdx.org/licenses/MIT.html

mit

10K<n<100K

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Dataset for the evaluation of data-unlearning techniques using KLOM (KL-divergence of Margins).

How KLOM works:

KLOM works by:

training N models (original models) Training N fully-retrained models (oracles) on forget set F unlearning forget set F from the original models Comparing the outputs of the unlearned models from the retrained models on different points (specifically, computing the KL divergence between the distribution of margins of oracle models and distribution of… See the full description on the dataset page: https://huggingface.co/datasets/machine-unlearning-bench/data-unlearning-bench.