48 citations · 54 across the 2 of their papers we have counts for
2 papers
stat.ML2019★ 6 cited
Differentially Private Continual Learning
Sebastian Farquhar, Yarin Gal
Catastrophic forgetting can be a significant problem for institutions that must delete historic data for privacy reasons. For example, hospitals might not be able to retain patient…
stat.ML2019★ 48 cited
A Unifying Bayesian View of Continual Learning
Sebastian Farquhar, Yarin Gal
Some machine learning applications require continual learning - where data comes in a sequence of datasets, each is used for training and then permanently discarded. From a Bayesia…