How catastrophic can catastrophic forgetting be in linear regression?

Itay Evron, Edward Moroshko, Rachel Ward, Nathan Srebro, Daniel Soudry. How catastrophic can catastrophic forgetting be in linear regression?. In Po-Ling Loh, Maxim Raginsky, editors, Conference on Learning Theory, 2-5 July 2022, London, UK. Volume 178 of Proceedings of Machine Learning Research, pages 4028-4079, PMLR, 2022. [doi]

Authors

Itay Evron

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Edward Moroshko

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Rachel Ward

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Nathan Srebro

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Daniel Soudry

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