8 citations · 10 across the 2 of their papers we have counts for
2 papers
stat.ML2024★ 2 cited
Autoencoders in Function Space
Justin Bunker, Mark Girolami, Hefin Lambley +2
Autoencoders have found widespread application in both their original deterministic form and in their variational formulation (VAEs). In scientific applications and in image proces…
math.ST2022★ 8 cited
An order-theoretic perspective on modes and maximum a posteriori estimation in Bayesian inverse problems
Hefin Lambley, T. J. Sullivan
It is often desirable to summarise a probability measure on a space in terms of a mode, or MAP estimator, i.e.\ a point of maximum probability. Such points can be rigorously de…