[PDF][PDF] Information theory and inference

G Campesan, F Conforto, T Faorlin - academia.edu
So far, methods we introduced were especially meant for sampling from the posterior: θi∼ f
(θ| yobs). Metropolis, HMC and ABC (if sufficient summary statistics are used) are all …

Generalized active learning and design of statistical experiments for manifold-valued data

MA Langovoy - arXiv preprint arXiv:1904.03909, 2019 - arxiv.org
Characterizing the appearance of real-world surfaces is a fundamental problem in
multidimensional reflectometry, computer vision and computer graphics. For many …