Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective

Junze Deng, Qinhang Wu, Peizhong Ju, Sen Lin 0001, Yingbin Liang, Ness B. Shroff. Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

Authors

Junze Deng

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Qinhang Wu

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Peizhong Ju

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Sen Lin 0001

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Yingbin Liang

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Ness B. Shroff

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