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Machine Unlearning: A Survey. (arXiv:2306.03558v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
Machine learning has attracted widespread attention and evolved into an
enabling technology for a wide range of highly successful applications, such as
intelligent computer vision, speech recognition, medical diagnosis, and more.
Yet a special need has arisen where, due to privacy, usability, and/or the
right to be forgotten, information about some specific samples needs to be
removed from a model, called machine unlearning. This emerging technology has
drawn significant interest from both academics and industry due to its
innovation and …
applications attention computer computer vision information machine machine learning medical privacy recognition right to be forgotten special speech speech recognition survey technology usability