Hidden Representation
The current repository accompanies the article "Hidden Representation: a new class of prior probability distributions for probabilistic numerical methods". In short, we propose a new way to introduce uncertainty in completely deterministic algorithms.
In Six examples of hidden representation the method is illustrated on basic numerical tasks (integration, differentiation, interpolation, ...)
Probabilistic iterative methods contains examples of the performance of more practical algorithms for large sparse linear systems.