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LegoNet: A Fast and Exact Unlearning Architecture
However, such a strategy typically leads to a loss in model performance, which poses the challenge that increasing the unlearning efficiency while maintaining acceptable performance.
A Re-Balancing Strategy for Class-Imbalanced Classification Based on Instance Difficulty
By reducing the weights of the majority classes, such instances would become more difficult to learn and hurt the overall performance consequently.
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