activity
20232026
most citedSignature-Kernel Based Evaluation Metrics for Robust Probabilistic and Tail-Event Forecasting

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Chunking: Continual Learning is not just about Distribution Shift

Thomas L. Lee, Amos Storkey

Work on continual learning (CL) has thus far largely focused on the problems arising from shifts in the data distribution. However, CL can be decomposed into two sub-problems: (a)…

cs.LG2023

Approximate Bayesian Class-Conditional Models under Continuous Representation Shift

Thomas L. Lee, Amos Storkey

For models consisting of a classifier in some representation space, learning online from a non-stationary data stream often necessitates changes in the representation. So, the ques…