Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study
Machine unlearning is the task of updating machine learning (ML) models after a subset of the training data they were trained on is deleted. Methods for the task are desired to combine <i>effectiveness</i> and <i>efficiency</i> (i.e., they should effectively “unlearn” deleted...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-06-01
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| Series: | Machine Learning and Knowledge Extraction |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2504-4990/4/3/28 |