Memory Bounds for Continual Learning-Reference-Cited by-同舟云学术

Memory Bounds for Continual Learning

Published:2022-10 Issue: Volume: Page:
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Container-title:2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS)
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Author:

Chen Xi¹,Papadimitriou Christos¹,Peng Binghui¹

Affiliation:

1. Columbia University,Department of Computer Science,New York,United States

Publisher

IEEE

Link

Reference55 articles.

1. Provable lifelong learning of representations;cao;In International Conference on Artificial Intelligence and Statistics,2022

2. Continual learning in low-rank orthogonal subspaces;chaudhry;Advances in neural information processing systems,2020

3. Efficient lifelong learning with a-gem;chaudhry;In International Conference on Learning Representations,2018

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4. Memory Bounds for Continual Learning;2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS);2022-10