Pau Ching Yap

Bayesian Online Meta-Learning with Laplace Approximation.

2020

Neural networks are known to suffer from catastrophic forgetting when trained on sequential datasets. While there have been numerous attempts to solve this problem for large-scale supervised classification, little has been done to overcome catastrophic …