Note on the quadratic penalties in elastic weight consolidation

Author:

Huszár Ferenc

Publisher

Proceedings of the National Academy of Sciences

Subject

Multidisciplinary

Reference5 articles.

1. Overcoming catastrophic forgetting in neural networks

2. Huszár F (2017) On quadratic penalties in elastic weight consolidation. arXiv:1712.03847.

3. Opper M (1998) A Bayesian approach to on-line learning. On-Line Learning in Neural Networks, ed Saad D (Cambridge Univ Press, Cambridge, UK), pp 363–378.

4. Minka TP (2001) Expectation propagation for approximate Bayesian inference. Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence, eds Breese J Koller D (Assoc for Computing Machinery, New York), pp 362–369.

5. Eskin E Smola AJ Vishwanathan S (2004) Laplace propagation. Advances in Neural Information Processing Systems 16, eds Thrun S Saul LK Schölkopf B (MIT Press, Cambridge, MA), pp 441–448.

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