Category: regularisation

efficient MCMC sampling

Maxime Vono, Daniel Paulin and Arnaud Doucet recently arXived a paper about a regularisation technique that allows for efficient sampling from a complex posterior which potential function factorises as a large sum of transforms of linear projections of the parameter θ The central idea in the paper [which was new to me] is to introduce […]