How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of Interpolation

Ekdeep Singh Lubana, Puja Trivedi, Danai Koutra, Robert P. Dick. How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of Interpolation. In Sarath Chandar, Razvan Pascanu, Doina Precup, editors, Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August 2022, McGill University, Montréal, Québec, Canada. Volume 199 of Proceedings of Machine Learning Research, pages 819-837, PMLR, 2022. [doi]

Abstract

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